literature review writing ai tool

Revolutionize Your Research with Jenni AI

Literature Review Generator

Welcome to Jenni AI, the ultimate tool for researchers and students. Our AI Literature Review Generator is designed to assist you in creating comprehensive, high-quality literature reviews, enhancing your academic and research endeavors. Say goodbye to writer's block and hello to seamless, efficient literature review creation.

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Endorsed by Academics from Leading Institutions

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Discover the Game-Changing Features of Jenni AI for Literature Reviews

Advanced AI Algorithms

Jenni AI utilizes cutting-edge AI technology to analyze and suggest relevant literature, helping you stay on top of current research trends.

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Idea Generation

Overcome writer's block with AI-generated prompts and ideas that align with your research topic, helping to expand and deepen your review.

Citation Assistance

Get help with proper citation formats to maintain academic integrity and attribute sources correctly.

Our Pledge to Academic Integrity

At Jenni AI, we are deeply committed to the principles of academic integrity. We understand the importance of honesty, transparency, and ethical conduct in the academic community. Our tool is designed not just to assist in your research, but to do so in a way that respects and upholds these fundamental values.

How it Works

Start by creating your account on Jenni AI. The sign-up process is quick and user-friendly.

Define Your Research Scope

Enter the topic of your literature review to guide Jenni AI’s focus.

Citation Guidance

Receive assistance in citing sources correctly, maintaining the academic standard.

Easy Export

Export your literature review to LaTeX, HTML, or .docx formats

Interact with AI-Powered Suggestions

Use Jenni AI’s suggestions to structure your literature review, organizing it into coherent sections.

What Our Users Say

Discover how Jenni AI has made a difference in the lives of academics just like you

· Aug 26

I thought AI writing was useless. Then I found Jenni AI, the AI-powered assistant for academic writing. It turned out to be much more advanced than I ever could have imagined. Jenni AI = ChatGPT x 10.

Charlie Cuddy

@sonofgorkhali

· 23 Aug

Love this use of AI to assist with, not replace, writing! Keep crushing it @Davidjpark96 💪

Waqar Younas, PhD

@waqaryofficial

· 6 Apr

4/9 Jenni AI's Outline Builder is a game-changer for organizing your thoughts and structuring your content. Create detailed outlines effortlessly, ensuring your writing is clear and coherent. #OutlineBuilder #WritingTools #JenniAI

I started with Jenni-who & Jenni-what. But now I can't write without Jenni. I love Jenni AI and am amazed to see how far Jenni has come. Kudos to http://Jenni.AI team.

· 28 Jul

Jenni is perfect for writing research docs, SOPs, study projects presentations 👌🏽

Stéphane Prud'homme

http://jenni.ai is awesome and super useful! thanks to @Davidjpark96 and @whoisjenniai fyi @Phd_jeu @DoctoralStories @WriteThatPhD

Frequently asked questions

What exactly does jenni ai do, is jenni ai suitable for all academic disciplines, is there a trial period or a free version available.

How does Jenni AI help with writer's block?

Can Jenni AI write my literature review for me?

How often is the literature database updated in Jenni AI?

How user-friendly is Jenni AI for those not familiar with AI tools?

Jenni AI: Standing Out From the Competition

In a sea of online proofreaders, Jenni AI stands out. Here’s how we compare to other tools on the market:

Feature Featire

COMPETITORS

Advanced AI-Powered Assistance

Uses state-of-the-art AI technology to provide relevant literature suggestions and structural guidance.

May rely on simpler algorithms, resulting in less dynamic or comprehensive support.

User-Friendly Interface

Designed for ease of use, making it accessible for users with varying levels of tech proficiency.

Interfaces can be complex or less intuitive, posing a challenge for some users.

Transparent and Flexible Pricing

Offers a free trial and clear, flexible pricing plans suitable for different needs.

Pricing structures can be opaque or inflexible, with fewer user options.

Unparalleled Customization

Offers highly personalized suggestions and adapts to your specific research needs over time.

Often provide generic suggestions that may not align closely with individual research topics.

Comprehensive Literature Access

Provides access to a vast and up-to-date range of academic literature, ensuring comprehensive research coverage.

Some may have limited access to current or diverse research materials, restricting the scope of literature reviews.

Ready to Transform Your Research Process?

Don't wait to elevate your research. Sign up for Jenni AI today and discover a smarter, more efficient way to handle your academic literature reviews.

🤖 AI Literature Review Generator

Unleash the power of AI with our Literature Review Generator. Effortlessly access comprehensive and meticulously curated literature reviews to elevate your research like never before!

The landscape of knowledge is vast, diverse and ever-changing. Unraveling this intricate tapestry can seem daunting, yet exciting, much like delving into a robust, suspense-filled novel. Welcome to the compelling world of a Literature Review, a fundamental tool that navigates complexity, uncovers answers, and expands understanding in any research venture.

Immerse yourself in the comprehensive review of existing literature, akin to unveiling the general to the specific, the known to the unknown. A literature review is the stepping stone, bridging the gap between raw data and informed conclusions. It serves as your companion, aiding in defining research objectives, identifying gaps in research, and lining up future study areas.

What is a Literature Review?

A literature review is a comprehensive analysis and evaluation of scholarly articles, books and other sources concerning a particular field of study or a research question. This process involves discussing the state of the art of an area of research and identifying pivotal works and researchers in the domain. The primary purpose of a literature review is to provide a comprehensive overview of the knowledge that already exists on your chosen subject.

This type of review usually serves as the starting point for many forms of academic research and forms a vital part of dissertations, thesis, and research articles. Its significance lies in its ability to concentrate the existing knowledge on a subject and reveal gaps that need further research. A well-crafted literature review also clarifies the intellectual progression of the field, including major debates, and establishes a framework for interpreting the findings of your study in the context of what is already known.

Why Use a Literature Review Generator?

Universities and academic institutions require students to develop literature reviews–these targeted examinations of other studies related to your current research provide a robust foundation for your work. While these are satisfactory to develop your academic writing skills, they can be time-consuming and challenging due to the extensive research involved. With the contemporary integration of technological tools into our daily lives, literature review generators have become a lifeline for many students. Now, let’s take a closer look at why users should embrace these generators and the benefits that they pose.

• Ease of Information Gathering : Comprehensive studies require extensive reading and diligent research, which often takes hours to complete. Literature review generators automate the information-gathering process, retrieving relevant articles, journals, and related publications in a matter of seconds. This ensures a momentous saving of time and relieves the user from the tedious job of slogging through numerous resources.
• Coherent and Well-Structured Reviews : Structuring the review in a logical and coherent manner can be a difficult task. These intelligent tools present well-structured reviews, offering well-organized input which can guide you in writing your own well-formulated literature review.
• Finds Good Matches : A literature review generator is designed to find the most relevant literature according to your research topic. The expertise of these software tools allows users to ease the process of finding relevant scholarly articles, making it more accurate and faster than doing it manually.
• Reduces Errors and Improves Quality : Humans are prone to making mistakes, especially when tasked with analyzing extensive volumes of data. Literature review generators minimize errors by ensuring access to the most accurate data, hence enhancing the quality of the review.
• Pedagogical Benefits : Using a Literature review generator does not only provide a quick fix for students but it also serves as a tool for learning. It allows the users to understand how professional literature reviews should be structured and can guide them in crafting their work.

How To Use This AI Generator:

• Click “Use Generator” to create a project instantly in your workspace.
• Click “Save Generator” to create a reusable template for you and your team.
• Customize your project , make it your own, and get work done!

We generate robust evidence fast

What is silvi.ai    .

Silvi is an end-to-end screening and data extraction tool supporting Systematic Literature Review and Meta-analysis.

Silvi helps create systematic literature reviews and meta-analyses that follow Cochrane guidelines in a highly reduced time frame, giving a fast and easy overview. It supports the user through the full process, from literature search to data analyses. Silvi is directly connected with databases such as PubMed and ClinicalTrials.gov and is always updated with the latest published research. It also supports RIS files, making it possible to upload a search string from your favorite search engine (i.e., Ovid). Silvi has a tagging system that can be tailored to any project.

Silvi is transparent, meaning it documents and stores the choices (and the reasons behind them) the user makes. Whether publishing the results from the project in a journal, sending them to an authority, or collaborating on the project with several colleagues, transparency is optimal to create robust evidence.

Silvi is developed with the user experience in mind. The design is intuitive and easily available to new users. There is no need to become a super-user. However, if any questions should arise anyway, we have a series of super short, instructional videos to get back on track.

To see Silvi in use, watch our short introduction video.

  Short introduction video  

Learn more about Silvi’s specifications here.

"I like that I can highlight key inclusions and exclusions which makes the screening process really quick - I went through 2000+ titles and abstracts in just a few hours"

Eishaan Kamta Bhargava 

Consultant Paediatric ENT Surgeon, Sheffield Children's Hospital

"I really like how intuitive it is working with Silvi. I instantly felt like a superuser."

Henriette Kristensen

Senior Director, Ferring Pharmaceuticals

"The idea behind Silvi is great. Normally, I really dislike doing literature reviews, as they take up huge amounts of time. Silvi has made it so much easier! Thanks."

Claus Rehfeld

Senior Consultant, Nordic Healthcare Group

"AI has emerged as an indispensable tool for compiling evidence and conducting meta-analyses. Silvi.ai has proven to be the most comprehensive option I have explored, seamlessly integrating automated processes with the indispensable attributes of clarity and reproducibility essential for rigorous research practices."

Martin Södermark

M.Sc. Specialist in clinical adult psychology

Silvi.ai was founded in 2018 by Professor in Health Economic Evidence, Tove Holm-Larsen, and expert in Machine Learning, Rasmus Hvingelby. The idea for Silvi stemmed from their own research, and the need to conduct systematic literature reviews and meta-analyses faster.

The ideas behind Silvi were originally a component of a larger project. In 2016, Tove founded the group “Evidensbaseret Medicin 2.0” in collaboration with researchers from Ghent University, Technical University of Denmark, University of Copenhagen, and other experts. EBM 2.0  wanted to optimize evidence-based medicine to its highest potential using Big Data and Artificial Intelligence, but needed a highly skilled person within AI.

Around this time, Tove met Rasmus, who shared the same visions. Tove teamed up with Rasmus, and Silvi.ai was created.

Our story  

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RAxter is now Enago Read! Enjoy the same licensing and pricing with enhanced capabilities. No action required for existing customers.

Your all in one AI-powered Reading Assistant

A Reading Space to Ideate, Create Knowledge, and Collaborate on Your Research

• Smartly organize your research
• Receive recommendations that cannot be ignored
• Collaborate with your team to read, discuss, and share knowledge

From Surface-Level Exploration to Critical Reading - All in one Place!

Fine-tune your literature search.

Our AI-powered reading assistant saves time spent on the exploration of relevant resources and allows you to focus more on reading.

Select phrases or specific sections and explore more research papers related to the core aspects of your selections. Pin the useful ones for future references.

Our platform brings you the latest research related to your and project work.

Speed up your literature review

Quickly generate a summary of key sections of any paper with our summarizer.

Make informed decisions about which papers are relevant, and where to invest your time in further reading.

Get key insights from the paper, quickly comprehend the paper’s unique approach, and recall the key points.

Bring order to your research projects

Organize your reading lists into different projects and maintain the context of your research.

Quickly sort items into collections and tag or filter them according to keywords and color codes.

Experience the power of sharing by finding all the shared literature at one place.

Decode papers effortlessly for faster comprehension

Highlight what is important so that you can retrieve it faster next time.

Select any text in the paper and ask Copilot to explain it to help you get a deeper understanding.

Ask questions and follow-ups from AI-powered Copilot.

Collaborate to read with your team, professors, or students

Share and discuss literature and drafts with your study group, colleagues, experts, and advisors. Recommend valuable resources and help each other for better understanding.

Work in shared projects efficiently and improve visibility within your study group or lab members.

Keep track of your team's progress by being constantly connected and engaging in active knowledge transfer by requesting full access to relevant papers and drafts.

Find papers from across the world's largest repositories

Testimonials

Privacy and security of your research data are integral to our mission..

Everything you add or create on Enago Read is private by default. It is visible if and when you share it with other users.

You can put Creative Commons license on original drafts to protect your IP. For shared files, Enago Read always maintains a copy in case of deletion by collaborators or revoked access.

We use state-of-the-art security protocols and algorithms including MD5 Encryption, SSL, and HTTPS to secure your data.

Literature Review AI

Ai-powered literature review tool.

• Conduct academic research: Use the Literature Review AI to get a comprehensive overview of the current state of research on your topic. This tool can highlight gaps in the existing literature and suggest potential directions for future research.
• Prepare a research proposal: Use this tool to conduct a literature review as part of your research proposal. It can help you identify key theories, arguments, and findings related to your research question.
• Write a thesis or dissertation: The Literature Review AI can help you write the literature review section of your thesis or dissertation, saving you time and effort in the research process.
• Stay updated on the latest research: Use this tool to stay updated on the latest research in your field. It can help you identify recent studies and trends that are relevant to your work.

Literature Review Generator by AHelp

Features of Our Literature Review Generator

Advanced power of AI

Simplified information gathering

Enhanced quality

Rrl generator – your friend in academic writing.

Literature reviews can be tricky. They require your full attention and dedication, leaving no place for distractions. And with so many assignments on your hands, it must be very hard to concentrate just on this one thing.

No need to worry though. With our RRL AI Generator creating any type of paper that requires scrupulous literature will be as easy as it gets.

How to Work With Literature Review Generator

We designed our platform in a way that wouldn’t require you to spend much time figuring out how to work with it. What you have to do is just specify your topic, the subject of your literature review, and any further instructions on the style, formatting, and structure. After that you enter the number of pages you need to be written and, if there’s a requirement for that, formatting style. Wait for around 2 minutes and that’s all – our AI will give you the paper crafted according to your specifications.

What Makes AI Literature Review Generator Special

You are probably wondering how our AI bot is better than basically any other AI-powered solution you can find online. Well, we won’t say that our tool is a magical service that can do everything better. To be fair, as any AI it is not yet ideal. Still, our platform is more tailored to academic writing than most of the other bots. With its help, you can not just simply produce text, but also receive a paper with sources and properly organized formatting. This makes it a perfect match for those who specifically need help with tough papers, such as literature reviews, research abstracts, and analysis essays.

Why Use the Free Online Literature Review Generator 

With our Free Online Literature Review you will be able to finish your literature review assignments in just a few minutes. This will allow you to dedicate your free time to a) proofreading, and b) finishing or starting on more important tasks and projects. This tool can also help you understand the direction of your work, its structure, and possible sources you can use. In general, it is a more efficient way of doing your homework and organizing the writing process that can help you get better grades and improve your writing skills.

Free Literature Review Generator

Is there a free AI tool for literature review?

Yes, of course, some tools will help you with your literature review. One of the great solutions is the AHelp Literature Review Generator. It offers a quick and simple work process, where you can specify all the requirements for your paper, and then receive a fully completed task in just 2 minutes. It is a specially fitting service for those looking for a budget-friendly tool.

How to create a literature review?

Crafting a literature review calls for a systematic approach to examining existing scholarly work on a specific topic. Thus, start by defining a clear research question or thesis statement to guide your focus. Conduct a thorough search of relevant databases and academic journals to gather sources that address your topic. Read and analyze these sources, noting key themes, methodologies, and conclusions. Organize the literature by themes or methods, and synthesize the findings to provide a critical overview of the existing research. Your review should give context to the research within the field, noting areas of consensus, debate, and gaps in knowledge. Finally, write your literature review, integrating your analysis with your thesis statement, providing a clear and structured narrative that offers insights into the research topic.

Can I write a literature review in 5 days?

It is possible to write a literature review in 5 days, but you will need careful planning and dedication. Start by quickly defining your topic and research question. Dedicate a day to intensive research, finding and selecting relevant sources. Spend the next two days reading and summarizing these sources. On the fourth day, organize your notes and outline the review, focusing on arranging the main findings around key themes. Use the final day to write and revise your literature review, so that it is logically structured.

What are the 5 rules for writing a literature review?

When writing a literature review, you initially need to follow these essential rules: First, maintain a clear focus and structure. Your review should be organized around your thesis statement or key question, with each section logically leading to the next. Second, be critical and analytical rather than merely descriptive. Discuss the strengths and weaknesses of the research, the methodologies used, and the conclusions drawn. Third, include credible and versatile sources to represent a balanced view of the topic. Fourth, synthesize the information from your sources to create a narrative that adds value to your field of study. Finally, your writing should be clear, concise, and plagiarism-free, with all the sources appropriately cited.

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LITERATURE REVIEW SOFTWARE FOR BETTER RESEARCH

“Litmaps is a game changer for finding novel literature... it has been invaluable for my productivity.... I also got my PhD student to use it and they also found it invaluable, finding several gaps they missed”

Varun Venkatesh

Austin Health, Australia

As a full-time researcher, Litmaps has become an indispensable tool in my arsenal. The Seed Maps and Discover features of Litmaps have transformed my literature review process, streamlining the identification of key citations while revealing previously overlooked relevant literature, ensuring no crucial connection goes unnoticed. A true game-changer indeed!

Ritwik Pandey

Doctoral Research Scholar – Sri Sathya Sai Institute of Higher Learning

Using Litmaps for my research papers has significantly improved my workflow. Typically, I start with a single paper related to my topic. Whenever I find an interesting work, I add it to my search. From there, I can quickly cover my entire Related Work section.

David Fischer

Research Associate – University of Applied Sciences Kempten

“It's nice to get a quick overview of related literature. Really easy to use, and it helps getting on top of the often complicated structures of referencing”

Christoph Ludwig

Technische Universität Dresden, Germany

“This has helped me so much in researching the literature. Currently, I am beginning to investigate new fields and this has helped me hugely”

Aran Warren

Canterbury University, NZ

“I can’t live without you anymore! I also recommend you to my students.”

Professor at The Chinese University of Hong Kong

“Seeing my literature list as a network enhances my thinking process!”

Katholieke Universiteit Leuven, Belgium

“Incredibly useful tool to get to know more literature, and to gain insight in existing research”

KU Leuven, Belgium

“As a student just venturing into the world of lit reviews, this is a tool that is outstanding and helping me find deeper results for my work.”

Franklin Jeffers

South Oregon University, USA

“Any researcher could use it! The paper recommendations are great for anyone and everyone”

Swansea University, Wales

“This tool really helped me to create good bibtex references for my research papers”

Ali Mohammed-Djafari

Director of Research at LSS-CNRS, France

“Litmaps is extremely helpful with my research. It helps me organize each one of my projects and see how they relate to each other, as well as to keep up to date on publications done in my field”

Daniel Fuller

Clarkson University, USA

As a person who is an early researcher and identifies as dyslexic, I can say that having research articles laid out in the date vs cite graph format is much more approachable than looking at a standard database interface. I feel that the maps Litmaps offers lower the barrier of entry for researchers by giving them the connections between articles spaced out visually. This helps me orientate where a paper is in the history of a field. Thus, new researchers can look at one of Litmap's "seed maps" and have the same information as hours of digging through a database.

Baylor Fain

Postdoctoral Associate – University of Florida

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• Research Guides
• University Libraries

AI-Based Literature Review Tools

• Dialogues: Insightful Facts
• How to Craft Prompts
• Plugins / Extensions for AI-powered Searches
• Cite ChatGPT in APA / MLA
• AI and Plagiarism
• ChatGPT & Higher Education
• Author Profile

Selected AI-Based Literature Review Tools

Updates: See news or release of AI (Beta) across various academic research databases including Web of Science , Scopus , Ebsco , ProQues t, OVID , Dimensions , JStor , Westlaw , and LexisNexis . ********* ********** ********** ********** **********   

Disclaimer: TAMU libraries do not have subscription access to the AI-powered tools listed below the divider line. The guide serves solely as an informational resource. It is recommended that you assess these tools and their usage methodologies independently. -------------------------------------------------------------------------------------------------------------------------------------------------------------

• https://www.openread.academy/
• Accessed institutionally by Harvard, MIT, University of Oxford, Johns Hopkins, Stanford, and more. ..
• AI-powered Academic Searching + Web Searching - Over 300 million papers and real-time web content.
• Each keyword search or AI query generates a synthesis report with citations. To adjust the search results, simply click the Re-generate button to refresh the report and all citations. After that click on Follow-Up Questions to go deeper into a particular area or subject.
• Use Paper Q&A to interact with a text directly, e.g. " What does this paper say about machine translation ?"
• When you read a paper, under Basic Information select any of the following tools to help your reading: Basic Information > Related Paper Graph> Paper Espresso > Paper Q&A , and > Notes.
• Click on Translation to put a text or search results into another language.
• Read or upload a document and let Paper Espresso analyze it for you. It will convert the content into a standard academic report format for easy reference: Background and Context > Research Objectives and Hypotheses > Methodology > Results and Findings > Discussion and Interpretation > Contributions to the field > Structure and Flow > Achievements and Significance , and > Limitations and Future Work.  

SEMANTIC SCHOLAR

• SCIENTIFIC LITERATURE SEARCH ENGINE - finding semantically similar research papers.
• " A free, AI-powered research tool for scientific literature."  <https://www.semanticscholar.org/>. But login is required in order to use all functions.
• Over 200 millions of papers from all fields of science, the data of which has also served as a wellspring for the development of other AI-driven tools.

The 4000+ results can be sorted by Fields of Study, Date Range, Author, Journals & Conferences

Save the papers in your Library folder. The Research Feeds will recommend similar papers based on the items saved.

Example - SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality Total Citations: 22,438   [Note: these numbers were gathered when this guide was created] Highly Influential Citations 2,001 Background Citations 6,109 Methods Citations 3,273  Results Citations 385

TLDRs (Too Long; Didn't Read) Try this example . Press the pen icon to reveal the highlighted key points . TLDRs "are super-short summaries of the main objective and results of a scientific paper generated using expert background knowledge and the latest GPT-3 style NLP techniques. This new feature is available in beta for nearly 60 million papers in computer science, biology, and medicine..." < https://www.semanticscholar.org/product/tldr>  

• AI-POWERED RESEARCH ASSISTANT - finding papers, filtering study types, automating research flow, brainstorming, summarizing and more.
• " Elicit is a research assistant using language models like GPT-3 to automate parts of researchers’ workflows. Currently, the main workflow in Elicit is Literature Review. If you ask a question, Elicit will show relevant papers and summaries of key information about those papers in an easy-to-use table."   <https://elicit.org/faq#what-is-elicit.>; Find answers from 175 million papers. FAQS
• Example - How do mental health interventions vary by age group?    /   Fish oil and depression Results: [Login required] (1) Summary of top 4 papers > Paper #1 - #4 with Title, abstract, citations, DOI, and pdf (2) Table view: Abstract / Interventions / Outcomes measured / Number of participants (3) Relevant studies and citations. (4) Click on Search for Paper Information to find - Metadata about Sources ( SJR etc.) >Population ( age etc.) >Intervention ( duration etc.) > Results ( outcome, limitations etc.) and > Methodology (detailed study design etc.) (5) Export as BIB or CSV
• How to Search / Extract Data / List of Concept Search -Enter a research question >Workflow: Searching > Summarizing 8 papers> A summary of 4 top papers > Final answers. Each result will show its citation counts, DOI, and a full-text link to Semantic Scholar website for more information such as background citations, methods citation, related papers and more. - List of Concepts search - e.g. adult learning motivation . The results will present a list the related concepts. - Extract data from a pdf file - Upload a paper and let Elicit extract data for you.
• Export Results - Various ways to export results.
• How to Cite - Includes the elicit.org URL in the citation, for example: Ought; Elicit: The AI Research Assistant; https://elicit.org; accessed xxxx/xx/xx  

CONSENSUS.APP

ACADEMIC SEARCH ENGINE- using AI to find insights in research papers.

"We are a search engine that is designed to accept research questions, find relevant answers within research papers, and synthesize the results using the same language model technology." <https://consensus.app/home/blog/maximize-your-consensus-experience-with-these-best-practices/>

• Example - Does the death penalty reduce the crime?   /  Fish oil and depression  /    (1) Extracted & aggregated findings from relevant papers. (2) Results may include AIMS, DESIGN, PARTICIPANTS, FINDINGS or other methodological or report components. (3) Summaries and Full Text
• How to Search Direct questions - Does the death penalty reduce the crime? Relationship between two concepts - Fish oil and depression / Does X cause Y? Open-ended concepts - effects of immigration on local economics Tips and search examples from Consensus' Best Practice   
• Synthesize (beta) / Consensus Meter When the AI recognizes certain types of research questions, this functionality may be activated. It will examine a selection of some studies and provide a summary along with a Consensus Meter illustrating their collective agreement. Try this search: Is white rice linked to diabetes? The Consensus Meter reveals the following outcomes after analyzing 10 papers: 70% indicate a positive association, 20% suggest a possible connection, and 10% indicate no link.

Prompt “ write me a paragraph about the impact of climate change on GDP with citations “  

CITATIONS IN CONTEXT

Integrated with Research Solutions.

Over 1.2 billion Citation Statements and metadata from over 181 million papers suggested reference.

How does it work? - "scite uses access to full-text articles and its deep learning model to tell you, for a given publication: - how many times it was cited by others - how it was cited by others by displaying the text where the citation happened from each citing paper - whether each citation offers supporting or contrasting evidence of the cited claims in the publication of interest, or simply mention it."   <https://help.scite.ai/en-us/article/what-is-scite-1widqmr/>

EXAMPLE of seeing all citations and citation statements in one place

More information: Scite: A smart citation index that displays the context of citations and classifies their intent using deep learning  

• GPT3.5 by OpenAI. Knowledge cutoff date is September 2021.
• Input/ Output length - ChatGPT-3.5 allows a maximum token limit of 4096 tokens. According to ChatGPT " On average, a token in English is roughly equivalent to 4 bytes or characters. English words are typically around 5 characters long. This means that, very roughly, you could fit around 800 to 1000 English words within 4096 tokens." 
• According to ChatGPT, the generated responses are non-deterministic by default. So if you run the searches again and get slightly or very different results, it's likely due to this factor.
• ChatGPT may find non-existent references.
• According to this study < https://arxiv.org/ftp/arxiv/papers/2304/2304.06794.pdf > "ChatGPT cites the most-cited articles and journals, relying solely on Google Scholar's citation counts" within the field of environmental science.  
• Example - "INTERVIEW WITH CHATGPT" as a Research Method & Teaching Tool Some researchers began to use this approach to obtain their research data. Try this Google Scholar search link "interview with ChatGPT"   or see two articles below: (1) Chatting about ChatGPT: how may AI and GPT impact academia and libraries? BD Lund, T Wang - Library Hi Tech News, 2023 (2) An interview with ChatGPT: discussing artificial intelligence in teaching, research, and practice , G Scaringi, M Loche - 2023  

Increased risk of sudden infant death syndrome (SIDS) Increased risk of premature birth Increased risk of low birth weight Increased risk of respiratory problems in newborns Increased risk of respiratory problems in infants exposed to secondhand smoke Increased risk of developing asthma and other respiratory illnesses later in life for infants exposed to secondhand smoke [Note : ChatGPT may generate non-existent references or false knowledge. To find out why Large Language Models hallucinate, check out this Wiki article: Hallucination (artificial intelligence) and this blog post -   A Gentle Introduction to Hallucinations in Large Language Models by Adrian Tam ]

Infant death Neonatal mortality (referring specifically to deaths within the first 28 days of life) Perinatal mortality (referring to deaths occurring during the period from 22 completed weeks of gestation to 7 completed days after birth) Early childhood mortality (referring to deaths occurring within the first five years of life) Child mortality (referring to deaths occurring before the age of 18) [Press the Regenerate button to get more.]

• Example -  RELATED WORDS What are the related words of infant mortality? Neonatal mortality, Post-neonatal mortality, Stillbirths, Low birth weight, Malnutrition, Infectious diseases, Vaccination, Maternal health,  Access to healthcare, Poverty, Social inequality, Sanitation, Hygiene, Water quality, Childbirth complications, Congenital abnormalities, Birth defects, Maternal age, Under-five mortality, Child mortality, Perinatal mortality, Preterm birth, Low birth weight, Sudden infant death syndrome (SIDS), Maternal mortality, Postnatal care, Malnutrition, Immunization, Access to healthcare, Clean water and sanitation, Congenital anomalies, Infant health disparities, Infant mortality rate (IMR), Infant survival.  

(("Infant Death"[Mesh] OR "Sudden Infant Death Syndrome"[Mesh] OR "Infant Mortality"[Mesh] OR "Perinatal Mortality"[Mesh] OR "Neonatal Mortality"[Mesh] OR "Fetal Mortality"[Mesh] OR "Infant Death" OR "Sudden Infant Death Syndrome" OR "Infant Mortality" OR "Perinatal Mortality" OR "Neonatal Mortality" OR "Fetal Mortality") AND ("Risk Factors"[Mesh] OR "Etiology"[Mesh] OR "Prevention and Control"[Mesh] OR "Interventions"[Mesh] OR "Public Health"[Mesh] OR "Health Disparities"[Mesh] OR "Healthcare Disparities"[Mesh] OR "Poverty"[Mesh] OR "Malnutrition"[Mesh] OR "Infection"[Mesh] OR "Congenital Abnormalities"[Mesh] OR "Prematurity"[Mesh] OR "Low Birth Weight"[Mesh] OR "Maternal Education"[Mesh] OR "Maternal Health"[Mesh] OR "Risk Factors" OR "Etiology" OR "Prevention and Control" OR "Interventions" OR "Public Health" OR "Health Disparities" OR "Healthcare Disparities" OR "Poverty" OR "Malnutrition" OR "Infection" OR "Congenital Abnormalities" OR "Prematurity" OR "Low Birth Weight" OR "Maternal Education" OR "Maternal Health")) Comments and Suggestions: #1 -This search string may not work on all database platforms. For example, Medline (OVID) may not be able to run it, Medline & CINAHL (EBSCO) can run it without any problems while PubMed will run it but it will indicate which MeSH terms are not indexed. See PubMed's search History and Details under Advanced . #2 - This is just one possible combination. You may need to adjust it based on your task and the databases you are using . #3 - It might be easier if you break the task into 3 parts: ask for synonyms > ask for thesauri terms > and ask it to combine them.

Examples - DATABASE RECOMMENDATIONS Heath Science - Which databases to use to find articles on the EFFECTS OF MATERNAL SMOKING ON INFANT DEATH? PubMed: This is a database of biomedical literature from the National Library of Medicine. It includes articles from medical journals and other sources on a wide range of health-related topics. Embase: This is a database of biomedical literature that covers more international and pharmaceutical content than PubMed. It includes articles from medical journals and other sources on a wide range of health-related topics. Cochrane Library : This is a collection of databases that provides systematic reviews and meta-analyses of healthcare interventions, including interventions related to maternal smoking and infant death. Scopus: This is a multidisciplinary database that covers research from a wide range of fields, including health sciences. It includes articles from scientific journals, books, and conference proceedings. Web of Science: This is a database that covers research from a wide range of fields, including health sciences. It includes articles from scientific journals, books, and conference proceedings. CINAHL: This is a database of nursing and allied health literature, including articles on maternal smoking and infant death. [Note: The response above was copied and pasted directly from ChatGPT. No editing was added.] Education -- I am doing a meta-analysis on k-12 STEM education. What databases should I use? ERIC : This is a database of education research and information, including articles from journals, reports, and conference papers. It is a commonly used database for educational research. Education Source : This is a comprehensive database of education research and information, including articles from journals, books, and conference papers. Web of Science: This is a multidisciplinary database that covers research from a wide range of fields, including education. It includes articles from scientific journals, books, and conference proceedings. Scopus: This is another multidisciplinary database that covers research from a wide range of fields, including education. It includes articles from scientific journals, books, and conference proceedings. PsycINFO: This is a database of psychology research, including articles from journals, books, and dissertations. It can be useful for research on STEM education that includes psychological factors. Cochrane Library : This is a collection of databases that provides systematic reviews and meta-analyses of healthcare interventions including interventions related to education. [Author's note: You could also ask for the GREY LITERATURE sources related to the topic above,]

Example: ACT-AS-AN-EXPERT PROMPT Here's an alternative way to consolidate all the questions into a single consultation by using this popular Act-As-An-Expert prompt, aka, system message prompt:  I am going to conduct a systematic review on games and mathematics related to K-12 education  I want you to act as a systematic review expert . I will ask you some questions related to my research topic and you advise me on how to do it. 

[You may ask one question at a time] My first question is "which databases should I use?"  My second question is "what are the relevant subject terms, descriptors and key words?" My third question is "how to do data extraction?" ..... , .... Please note that the above prompts are merely for illustrative purposes. Actual questions may contain more specific instructions. As an example, for the first question, could you provide guidance on how to identify relevant publications? Specifically, can you provide a list of the primary databases and grey literature sources related to my topic?  

Example - GREY LITERATURE Please show me all the resources that offer grey literature for conducting research in the field of education     ERIC (Education Resources Information Center): https://eric.ed.gov/     OpenGrey: http://www.opengrey.eu/     British Education Index: https://www.ebscohost.com/academic/british-education-index     WorldCat: https://www.worldcat.org/     ProQuest Dissertations & Theses Global: https://www.proquest.com/products-services/pqdtglobal.html     EThOS (Electronic Theses Online Service): https://ethos.bl.uk/     Institutional Repositories of universities and academic institutions (search for specific institution repositories)     American Educational Research Association (AERA): https://www.aera.net/     National Education Association (NEA): https://www.nea.org/     Association for Supervision and Curriculum Development (ASCD): http://www.ascd.org/     RAND Corporation: https://www.rand.org/     National Center for Education Research (NCER): https://ies.ed.gov/ncer/     National Center for Education Statistics (NCES): https://nces.ed.gov/     European Educational Research Association (EERA): https://www.eera-ecer.de/     UNESCO International Institute for Educational Planning (IIEP): http://www.iiep.unesco.org/     Organization for Economic Cooperation and Development (OECD): https://www.oecd.org/education/     Education Development Center (EDC): https://www.edc.org/     National Institute for Educational Policy Research (NIER) - Japan: https://www.nier.go.jp/     Australian Council for Educational Research (ACER): https://www.acer.org/     Canadian Education Association (CEA): https://www.cea-ace.ca/ My topic is about stem education. Which grey literature databases should I use?    STEM Education Research Centre (SERC) Grey Literature Database    National STEM Education Research Repository (NSERR)    National Science Digital Library (NSDL)    STEM Education Resource Center (SERC) GrayLit Network    STEM Education Grey Literature Library

See other Comparison Examples under Bing AI.

Examples - ZERO SHOT, ONE SHOT & FEW SHOT PROMPTING for literature review See the examples on the left panel- How to Fine Tune Prompts  

Bing Chat / Copilot

• Bing Chat has become Copilot.
• CONVERSATIONAL LLM 4.0 + SEARCH ENGINE. Connects to the Internet.
• Three conversation modes: More Creative, More Balanced or More Precise.
• Comparison - Prompt: My topic is about psychology. Which grey literature databases should I use? More Precise - PsycExtra, NIH Library and links to library guides, .gov and .org websites More Balanced - PsycExtra and three main research guides that mention psychology grey literature sources. More Creative- PsycExtra, LILACS, and Worldcat + definition of grey literature + suggestions on searching for professional association websites, newsletters, magazines, standards and guidelines, and other sources that may contain relevant information for your topic.
• Some examples below were tested in Bing Chat only.  
• Example - factors of infant mortality Infant mortality is a term that refers to the death of infants before their first birthday. The leading causes of infant mortality include birth asphyxia, pneumonia, congenital malformations, term birth complications such as abnormal presentation of the fetus umbilical cord prolapse, or prolonged labor, neonatal infection, diarrhea, malaria, measles, and malnutrition1. Many situational factors lead to infant mortality such as the pregnant woman’s level of education, environmental conditions, political infrastructure, and level of medical support1. In the United States, a primary determinant of infant mortality risk is infant birth weight with lower birth weights increasing the risk of infant mortality. The determinants of low birth weight include socioeconomic, psychological, behavioral and environmental factors2.  
• Example: PEER REVIEWED SOURCES I need to find some peer reviewed articles about infant mortality? The answer includes 5 articles. The first one is “Causes of death and infant mortality rates among full-term births in the United States between 2010 and 2012: An observational study” by Neha Bairoliya and Günther Fink1. A click on  " Tell me more about the first article " leads to this summary: " The first article is titled “Causes of death and infant mortality rates among full-term births in the United States between 2010 and 2012: An observational study” and was published in PLOS Medicine on March 20, 2018. The authors are Neha Bairoliya and Günther Fink. The study used linked birth and death records for the period 2010–2012 to identify the state- and cause-specific burden of infant mortality among full-term infants (born at 37–42 weeks of gestation) in the United States. The researchers found that the full-term infant mortality rate (FTIMR) was 2.2 per 1,000 live births overall and ranged between 1.29 (Connecticut) and 3.77 (Mississippi) at the state level. Sudden unexpected death in infancy (SUDI) accounted for 43% of FTIM; congenital malformations and perinatal conditions accounted for 31% and 11.3% of FTIM, respectively. The largest mortality differentials between states with good and states with poor FTIMR were found for SUDI, with particularly large risk differentials for deaths due to sudden infant death syndrome (SIDS) and suffocation." More searches: Please find five empirical studies focusing on the factors influencing adult learners engaged in online education. Please locate five scholarly articles on stress management among college students site:pubmed.ncbi.nlm.nih.gov

The ERIC Thesaurus contains nearly 12,000 terms, including more than 4,500 descriptors and 7,000 synonyms1. You can use the term “Academic Achievement” or its synonyms such as “Educational Achievement”, “Student Achievement”, “Academic Performance”, “Academic Success”, “Learning Achievement” and more. [ Note : The follow-up responses include some additional sources. See two below: https://www.powerthesaurus.org/academic_achievement https://eric.ed.gov/?ti=Achievement+Gap   including https://eric.ed.gov/?ti=Academic+Achievement |

My topic is about psychology.  Which grey literature databases should I use?

ChatGPT PsycEXTRA : This database is produced by the American Psychological Association (APA) and includes grey literature such as conference papers, white papers, and government reports. OpenGrey : This database provides access to grey literature produced in Europe, including reports, theses, and conference papers Grey Literature Report : This database is produced by The New York Academy of Medicine and includes reports, conference papers, and other grey literature on health and biomedical topics, including psychology. ProQuest Dissertations and Theses Global : This database provides access to graduate-level research, including theses and dissertations related to psychology. Google Scholar: While not exclusively a grey literature database, Google Scholar can be a useful tool for finding conference papers and other grey literature related to psychology. National Technical Information Service (NTIS) : This database provides access to technical reports produced by U.S. government agencies, including those related to psychology. Bing AI   - [asked in the Precise mode] For psychology, some recommended grey literature databases include PsycEXTRA and PsyArXiv . PsycEXTRA is a database of grey literature material relating to psychology, behavioral sciences and health. PsyArXiv is a psychology archive designed to facilitate rapid dissemination of psychological research. What other models have been developed based on SERVQUAL?

ChatGPT SERVPERF: This is a modified version of SERVQUAL that measures service performance instead of service quality. It was developed by Cronin and Taylor (1992) and is based on the same five dimensions as SERVQUAL. SERVPERF-GAP: This model, developed by Caruana and Ewing (2006), extends the SERVQUAL model to include three additional gaps that can occur when customers evaluate service quality. E-SERVQUAL: This model, developed by Parasuraman et al. (2005), adapts the SERVQUAL scale to measure the quality of online services. SERVCO: This is a modified version of SERVQUAL that includes a sixth dimension, "cost," in addition to the five original dimensions. It was developed by Sureshchandar et al. (2002) to address the importance of cost in service quality evaluation. SERVQ-HC: This is a modified version of SERVQUAL that is specifically designed for evaluating the quality of health care services. It was developed by Cronin et al. (2000) and includes 20 items across five dimensions. Bing AI The Nordic model of service quality2. The hierarchical model of service quality3. The American Customer Satisfaction Index (ACSI)4.

     Bing AI Sidebar - CHAT, THINK, & WRITE

• Examples of Using AI sidebar to Recap Google Scholar findings

Chat - If you highlight a study in the search results of Google Scholar, you will be prompted with a question by AI sidebar asking if you want to send the selected text to it. If you choose to do so, you can then select either  EXPLAIN or EXPAND to learn more about the chosen article. It's worth noting that EXPAND provides more detailed information. You can then click on any of the follow-up links to delve further into the selected article or topic. If the text of the chosen study is written in a foreign language, the AI sidebar can also provide an explanation of the text in English. Another option for extracting the key points from a selected article is to submit the URL of the PDF. Insights - Use the insights button to get more ideas about the topic. Compose - Tell the Edge sidebar your topic and let its Compose tool to generate a draft for you. Google Scholar Button- See also the Plugins and Extension page for how to perform a combined search using Google, Google Scholar, and ChatGPT .

Example: FINDING SIMILAR ARTICLES Find similar articles like this one - [then paste in the abstract ] Note - Use this prompt with Bing chat since real-time web info is required.

Examples: SUMMARIZE + REFERENCE Use a basic prompt like " Please summarize . ..." or add a REFERENCE TEXT that provides the necessary information about what you want it to focus or how the summary or resolution should look like. The reference could be a quote, an excerpt, a partial sentence, a conversation, an abstract, a code snippet and so on. Formula : Specify a role > assign a task > provide a reference text. Example#1 - Scholarly Journal Quote

STEP 1 Prompt: As a research assistant specializing in renewable energy, your task is to locate comparable research studies based on the provided abstract from an article: "This paper discusses the perspective of renewable energy (wind, solar, wave and biomass) in the making of strategies for a sustainable development. Such strategies typically involve three major technological changes: energy savings on the demand side, efficiency improvements in the energy production, and replacement of fossil fuels by various sources of renewable energy."

Bing Chat then found 3 documents: the ScienceDirect paper where the abstract came from and two other documents from un.org and frontiersin.org respectively.

STEP 2 Prompt: Please synthesize the findings of the three studies provided above.

Bing Chat: "Sure! Here is a synthesis of the findings from the three studies:

All three studies emphasize the importance of renewable energy in achieving sustainable development and mitigating climate change. They all discuss various strategies and actions that can be taken to increase the use of renewable energy sources and reduce reliance on fossil fuels.

Henrik Lund’s paper discusses the perspective of renewable energy (wind, solar, wave and biomass) in the making of strategies for a sustainable development. Such strategies typically involve three major technological changes: energy savings on the demand side, efficiency improvements in the energy production, and .....

The United Nations outlines five critical actions the world needs to prioritize now to transform our energy systems and speed up the shift to renewable energy: Make renewable energy technology a global public good, Improve global access to components and raw materials......

“Sustainable Energy Transition for Renewable and Low Carbon Grid” discusses that a sustainable global electricity transition will entail increased use of renewable energy sources particularly wind and solar, nuclear energy as a low carbon energy source, electrification of transport and.......

In summary , these studies suggest that transitioning to renewable energy sources is crucial for sustainable development and mitigating climate change. This can be achieved through various strategies such as increasing energy efficiency, improving access to renewable technology and materials, leveling the playing field for renewables, ending fossil fuel subsidies, and redirecting investments towards renewables." Example #2 Y ou are an expert researcher, given the following article, please discuss its key findings. Reference: How Large Language Models are Transforming Machine-Paraphrased Plagiarism at https://arxiv.org/abs/2210.03568 This is another way to put REFERENCE TEXT. As a side not, role specifying or the use of persona is important as it can impact the level of responses obtained. Just imagine if the designated role were " You are a high school student... ." Example #3 Please read this article and summarize it f or me - "Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making" and then find 5 similar studies and please also summarize each for me.

CONNECTED PAPERS

• RELATED STUDIES
• Uses visual graphs or other ways to show relevant studies. The database is connected to the Semantic Scholar Paper Corpus which has compiled hundreds of millions of published papers across many science and social science fields.
• See more details about how it works .  
• Example - SERVQUAL and then click on SELECT A PAPER TO BUILD THE GRAPH > The first paper was selected. Results: (1) Origin paper - SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality + Connected papers with links to Connected Papers / PDF / DOI or Publisher's site / Semantic Scholar / Google Scholar. (2) Graph showing the origin paper + connected papers with links to the major sources . See above. (3) Links to Prior Works and Derivative Works See the detailed citations by Semantic Scholar on the origin SERVQUAL paper on the top of this page within Semantic Scholars.
• How to Search Search by work title. Enter some keywords about a topic.
• Download / Save Download your saved Items in Bib format.  

PAPER DIGEST

• SUMMARY & SYNTHESIS
• " Knowledge graph & natural language processing platform tailored for technology domain . <"https://www.paperdigest.org/> Areas covered: technology, biology/health, all sciences areas, business, humanities/ social sciences, patents and grants ...

• LITERATURE REVIEW - https://www.paperdigest.org/review/ Systematic Review - https://www.paperdigest.org/literature-review/
• SEARCH CONSOLE - https://www.paperdigest.org/search/ Conference Digest - NIPS conference papers ... Tech AI Tools: Literature Review  | Literature Search | Question Answering | Text Summarization Expert AI Tools: Org AI | Expert search | Executive Search, Reviewer Search, Patent Lawyer Search...

Daily paper digest / Conference papers digest / Best paper digest / Topic tracking. In Account enter the subject areas interested. Daily Digest will upload studies based on your interests.

RESEARCH RABBIT

• CITATION-BASED MAPPING: SIMILAR / EARLY / LATER WORKS
• " 100s of millions of academic articles and covers more than 90%+ of materials that can be found in major databases used by academic institutions (such as Scopus, Web of Science, and others) ." See its FAQs page. Search algorithms were borrowed from NIH and Semantic Scholar.

The default “Untitled Collection” will collect your search histories, based on which Research Rabbit will send you recommendations for three types of related results: Similar Works / Earlier Works / Later Works, viewable in graph such as Network, Timeline, First Authors etc.

Zotero integration: importing and exporting between these two apps.

• Example - SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality [Login required] Try it to see its Similar Works, Earlier Works and Later Works or other documents.
• Export Results - Findings can be exported in BibTxt, RIS or CSV format.

CITING GENERATIVE AI

• How to cite ChatGPT  [APA] - https://apastyle. apa.org/blog /how-to-cite-chatgpt  
• How to Cite Generative AI  [MLA]  https://style. mla.org /citing-generative-ai/
• Citation Guide - Citing ChatGPT and Other Generative AI (University of Queensland, Australia)
• Next: Dialogues: Insightful Facts >>
• Last Updated: Jun 20, 2024 12:58 PM
• URL: https://tamu.libguides.com/c.php?g=1289555

Educational resources and simple solutions for your research journey

Top AI Tools for Literature Review 

As researchers, one of the most important steps in conducting a comprehensive study is to perform a literature review. Some of the common challenges researchers face include the overwhelming volume of literature, difficulty in identifying relevant studies, synthesizing findings, and keeping up with the latest research. Fortunately, AI tools for literature reviews are helping researchers overcome these challenges by providing efficient and effective ways to search, filter, and analyze literature.   

In this blog post, we’ll explore some of the top AI tools for literature review and how they can help streamline the research process.   

Table of Contents

Top five AI tools for literature review  

Conducting literature review is a long and arduous task where researchers have to closely go through vast information sources. However, with these five AI literature review tools, sifting large volumes of information easy.   

R Discovery  

R Discovery is one of the largest scholarly content repositories allowing you access to 250M+ research papers. R Discovery accelerates your research discovery journey, with latest and relevant content in your area of interest. Below are a few benefits of R Discovery tailored to students and researchers to enhance their research finding and reading experience:   

• Personalized Research Reading Feeds – R Discovery curates an academic reading library based on the user’s interests. It provides personalized reading recommendations with daily alerts on top papers, ensuring that users are always updated with the latest and most relevant research in their fields.
• Multiple reading lists – You can create and manage separate reading lists for different literature reviews you’re conducting, keeping your research organized.
• Multilingual & Full-Text Audio Features – R Discovery offers audio versions of research abstracts or full-text articles in more than 30+ languages. This feature is particularly beneficial for non-native English speakers, allowing them to listen to or read research papers in their preferred language, thus enhancing accessibility and comprehension  
• Smart Research Alerts – The app sends targeted research alerts and notifications to users based on their reading habits and preferences. Users receive no more than three research paper notifications per day to avoid information overload. The notifications include curated lists of top research papers, updates from preferred journals, and alerts on full-text articles available for reading.   
• Integration with Reference Managers – The platform offers auto-sync capabilities with reference managers like Zotero and Mendeley, ensuring that users’ libraries are up to date with the papers they save or remove  

Mendeley is a comprehensive reference management software that serves as an essential tool for researchers, academics, and students engaged in literature review and research management. Founded in 2007 by PhD students and acquired by Elsevier in 2013, Mendeley has evolved into a multifaceted platform that facilitates the organization, sharing, and discovery of research papers.      

Below are the detailed features of this AI tool for literature reviews:  

• Reference Management – Mendeley allows users to store, organize, and search all their references from a single library. This feature simplifies the process of managing a vast amount of literature, making it easier to access and cite these references in future research.
• Viewing and Annotation – Users can open PDFs directly within Mendeley’s PDF viewer, where they can add highlights and notes to the document. These annotations are stored in the user’s Mendeley account, and a new PDF file containing all annotations can be exported, facilitating collaborative review and personal notetaking.
• Collaboration and Sharing – Mendeley supports collaboration through the creation of private groups, allowing users to share references and annotated documents with co-workers or research team members. This feature enhances the collaborative aspect of literature review by enabling shared access to key resources.
• Literature Search and Discovery – While a dedicated literature search feature was removed from the latest version of Mendeley, the platform still offers capabilities for discovering relevant research. Users can import references from other sources and utilize Mendeley’s academic social network to find and share literature.
• Citation and Bibliography Generation – Mendeley simplifies the citation process with Mendeley Cite, an add-in for Microsoft Word that automates the generation of citations and bibliographies in various citation styles. This feature significantly reduces the time and effort required to accurately cite sources during a literature review.  

Zotero is an open-access, easy-to-use reference management tool designed to assist with the collection, organization, citation, and sharing of research sources. It serves as a personal research assistant for students, researchers, and academics, helping them manage their literature review process efficiently.    

• Reference Management – Zotero allows users to collect citations from various sources, including books, articles, media, webpages, and more. It provides a centralized library where users can organize these references into collections, tag them with keywords, and create saved searches that automatically populate with relevant materials.   
• PDF Viewing and Annotation – Zotero has a built-in PDF viewer that enables users to highlight text, add sticky notes, and take snapshots of images or charts within PDFs. Annotations made in the PDF viewer are saved within Zotero and can be extracted as notes, making them fully searchable and easier to organize.  
• Collaboration and Sharing – Zotero’s Groups feature allows users to collaborate with other Zotero users through shared libraries. Users can create private, public closed, or public open groups to work on collaborative research projects, distribute course materials, or build collaborative bibliographies  
• Citation and Bibliography Generation – Zotero integrates with word processors like Microsoft Word, LibreOffice, and Google Docs to insert citations and bibliographies directly into documents. It supports over 10,000 citation styles, allowing users to format their work to match any style guide or publication  

Scholarcy  

Scholarcy is an innovative tool designed to assist researchers, students, and academics in managing the often-overwhelming task of conducting literature reviews. It leverages artificial intelligence to automate the extraction of key information from academic papers, creating structured summaries that make it easier to evaluate and understand research articles. Below are the detailed features of Scholarcy that are particularly useful for conducting literature reviews:    

• Flashcard Summaries – Scholarcy generates interactive summary flashcards from research papers, book chapters, and other documents. These flashcards highlight key information, providing a compact and easy-to-read overview of the text. This feature is perfect for skim reading or getting to the key points of an article before reading it in full.   
• Smart Highlighting and Analysis – The tool guides users to important sections of text and helps interpret them through smart highlighting and analysis. Scholarcy identifies factual statements and findings, highlighting them in different colors (blue for factual statements and orange for findings) to facilitate quick understanding of the content.   
• Access to Full Text and Cited Papers – Scholarcy provides convenient access to the full text of articles and cited papers. It uses icons to link directly to the full text and to services like Libkey, which provides access via institutional subscriptions. Additionally, clicking on the Scholarcy icon shows the key findings from cited articles, offering a quick overview of the citation context.
• Literature Discovery and Screening – Scholarcy aids in the discovery and screening of new literature. It can source, screen, and store academic literature more efficiently than traditional methods. The Scholarcy browser extension provides a detailed Synopsis and Highlights for a more comprehensive screening than what an abstract alone can offer. This process can take as little as five minutes, allowing readers to absorb the underlying points of the literature quickly  
• Reference Management Integration – Scholarcy allows for the export of flashcards to reference management software like Zotero. This integration enables users to see not only the reference of the article in their Zotero library but also the key highlights and structured summaries generated by Scholarcy.   

Unpaywall  

Offering open access to scholarly articles, Unpaywall is a free database built from over 50,000 publishers and repositories globally.  They also leverage open data sources like PubMed Central, DOAJ, Crossref, and DataCite. Major databases including Dimensions, Scopus, and Web of Science have incorporated Unpaywall. For users with Digital Object Identifiers (DOIs), Unpaywall provides various tools to find open access and full-text articles. Data access is available through REST API, R API Wrapper, the Simple Query Tool, or by downloading the entire dataset. Below are the features of this AI tool for literature review  

• Simple Query – The Simple Query Tool offered by Unpaywall helps users to determine if there is an open access (OA) version of a list of articles they are interested in. It is particularly useful for users with a list of Digital Object Identifiers (DOIs) for articles and are seeking free, full-text versions of these articles are available through Unpaywall’s extensive database.
• Browser Extension – The Unpaywall browser extension automatically searches for legally available, free versions of scholarly articles as you browse. When you come across a research article online, the extension checks Unpaywall’s database for an open access version. If such a version is available, a green tab appears on the side of your browser, which you can click to access the full text of the article directly. This feature is powered by an index of over 20 million free, legal full-text PDFs, making it a powerful ally in the quest for open access literature.  

There are many AI tools for literature review available for your assistance. However, the best tool for you depends on your specific needs. Do you prioritize comprehensive search and full-text access? Easy organization and citation management? Or perhaps AI-powered summaries to grasp key findings quickly?  

Evaluate the functionalities of each tool and choose the one that best complements your research workflow. With the right AI tool, your literature review can become a breeze.   

R Discovery is a literature search and research reading platform that accelerates your research discovery journey by keeping you updated on the latest, most relevant scholarly content. With 250M+ research articles sourced from trusted aggregators like CrossRef, Unpaywall, PubMed, PubMed Central, Open Alex and top publishing houses like Springer Nature, JAMA, IOP, Taylor & Francis, NEJM, BMJ, Karger, SAGE, Emerald Publishing and more, R Discovery puts a world of research at your fingertips.  

Try R Discovery Prime FREE for 1 week or upgrade at just US$72 a year to access premium features that let you listen to research on the go, read in your language, collaborate with peers, auto sync with reference managers, and much more. Choose a simpler, smarter way to find and read research – Download the app and start your free 7-day trial today !  

Related Posts

Thesis Defense: How to Ace this Crucial Step

What is Independent Publishing in Academia?

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Introduction

Dissertation writing is part of being a graduate student. There are many different ways to organise your research, and several steps to this process . Typically, the literature review is an early chapter in the dissertation, providing an overview of the field of study. It should summarise relevant research papers and other materials in your field, with specific references. To understand how to write a good literature review, we must first understand its purpose. The goals of a literature review are to place your dissertation topic in the context of existing work (this also allows you to acknowledge prior contributions, and avoid accusations of plagiarism), and to set you up to show you are making a new contribution to the field. Since literature review is repetitive, many students find it tedious. While there are some traditional tools and techniques to help, covered below, they tend to be cumbersome and keyword-based. For this reason, we built a better tool for research and literature review, which I describe in the last section. You can see the Lateral tool in action , and how it makes the literature review a lot easier. To sign up to the tool, click here.

1. Different kinds of reading

We can divide the activity of reading for research into three different kinds: 

• Exploratory reading, mostly done in the initial phase;
• Deep reading of highly informative sources; and 
• Broad, targeted skim reading of large collections of books and articles, in order to find specific kinds of information you already know exist.

1.1. Exploratory reading

Initially, a research student will need to read widely in a new field to gain fundamental understanding. In this early stage, the goal is to explore and digest the main ideas in existing research. Traditionally, this phase has been a manual process, but there is a new generation of digital tools to aid in getting a quick overview of your field, and more generally to organise your research . This stage can happen both before and after the research topic or question has been formulated. It is often unstructured and full of serendipitous (“happy accidental”) discovery  — the student’s job is to absorb what they find, rather than to conduct a targeted search for particular information. ‍

Put another way: You don’t know what you’re looking for ahead of time. By the end of this phase, you should be able to sketch a rough map of your field of study.

1.2. Narrow, deep reading

After the exploratory reading phase, you will be able to prioritise the information you read. Now comes the second phase: Deep, reflective reading. In this phase, your focus will narrow to a small number of highly relevant sources — perhaps one or two books, or a handful of articles — which you will read carefully, with the goal of fully understanding important concepts. This is a deliberative style of reading, often accompanied by reflective pauses and significant note taking. If the goal in the first phase was sketching a map of the globe, the goal in this second phase is to decide which cities interest you most, and map them out in colour and detail.

1.3. Broad, targeted reading

You have now sketched a map of your field of study (exploratory reading), and filled in some parts of this map in more detail (narrow, deep reading). I will assume that by this point, you have found a thesis question or research topic, either on your own, or with the help of an advisor. This is often where the literature review begins in earnest. In order to coherently summarise the state of your field, you must review the literature once again, but this time in a more targeted way: You are searching for particular pieces of information that either illustrate existing work, or demonstrate a need for the new approach you will take in your dissertation. For example, 

• You want to find all “methodology” sections in a group of academic articles, and filter for those that have certain key concepts;
• You want to find all paragraphs that discuss product-market fit, inside a group of academic articles.

To return to the map analogy: This is like sketching in the important roads between your favourite cities — you are showing connections between the most important concepts in your field, through targeted information search.

2. Drawbacks of broad targeted reading

The third phase — broad, targeted reading, where you know what kind of information you’re looking for and simply wish to scan a collection of articles or books to find it — is often the most mechanical and time consuming one. Since human brains tend to lose focus in the face of dull repetition, this is also a tedious and error-prone phase for many people. What if you miss something important because you’re on autopilot? Often, students end up speed- or skim reading through large volumes of information to complete the literature review as quickly as possible. With focus and training, this manual approach can be efficient and effective, but it can also mean reduced attention to detail and missed opportunities to discover relevant information. Only half paying attention during this phase can also lead to accidental plagiarism, otherwise known as cryptomnesia: Your brain subconsciously stores a distinctive idea or quote from the existing literature without consciously attributing it to its source reference. Afterwards, you end up falsely, but sincerely believing you created the idea independently, exposing yourself to plagiarism accusations.

3. Existing solutions to speed up literature reviews

Given the drawbacks of manual speed- or skim-reading in the broad reading phase, it’s natural to turn to computer-driven solutions. One popular option is to systematically create a list of search term keywords or key phrases, which can then be combined using boolean operators to broaden results. For example, in researching a study about teenage obesity, one might use the query:

• “BMI” or “obesity” and “adolescents” and not “geriatric”,

to filter for obesity-related articles that do mention adolescents, but don’t mention older adults.

Constructing such lists can help surface many relevant articles, but there are some disadvantages to this strategy:

• These keyword queries are themselves fiddly and time-consuming to create.
• Often what you want to find is whole “chunks” of text — paragraphs or sections, for example — not just keywords.
• Even once you have finished creating your boolean keyword query list, how do you know you haven’t forgotten to include an important search query?

This last point reflects the fact that keyword searching is “fragile” and error-prone: You can miss results that would be relevant — this is known as getting “false negatives” — because your query uses words that are similar, but not identical to words appearing in one or more articles in the library database. For example, the query “sporting excellence” would not match with an article that mentioned only “high performance athletics”.

4. Lateral — a new solution

To make the process of finding specific information in big collections of documents quicker and easier — for example, in a literature review — search, we created the Lateral app , a new kind of AI-driven interface to help you organise, search through and save supporting quotes and information from collections of articles. Using techniques from natural language processing, it understands, out-of-the-box, not only that “sporting excellence” and “high-performance” athletics are very similar phrases, but also that two paragraphs discussing these topics in slightly different language are likely related. Moreover, it also learns to find specific blocks of information, given only a few examples. Want to find all “methodology” sections in a group of articles? Check. How about all paragraphs that mention pharmaceutical applications? We have you covered. If you’re interested, you can sign up today .

5. Final note — novel research alongside the literature review

Some students, to be more efficient, use the literature review process to collect data not just to summarise existing work, but also to support one or more novel theses contained in their research topic. After all, you are reading the literature anyway, so why not take the opportunity to note, for example, relevant facts, quotes and supporting evidence for your thesis? Because Lateral is designed to learn from whatever kind of information you’re seeking, this process also fits naturally into the software’s workflow.

References:

• Is your brain asleep on the job?: https://www.psychologytoday.com/us/blog/prime-your-gray-cells/201107/is-your-brain-asleep-the-job
• Tim Feriss speed reading: https://www.youtube.com/watch?v=ZwEquW_Yij0
• Five biggest reading mistakes: https://www.timeshighereducation.com/blog/five-biggest-reading-mistakes-and-how-avoid-them
• Skim reading can be bad: https://www.inc.com/jeff-steen/why-summaries-skim-reading-might-be-hurting-your-bottom-line.html
• Cryptomnesia: https://en.wikipedia.org/wiki/Cryptomnesia
• Systematic literature review with boolean keywords: https://libguides.library.cqu.edu.au/c.php?g=842872&p=6024187

Lit review youtube intro: https://www.youtube.com/watch?v=bNIG4qLuhJA

Spread the word

There is a better way than Dropbox and Google Drive to do collaborative research

In this blog, I describe the limitations of Dropbox and Google in the space of research, and propose Lateral as the much needed alternative.

Remote group work and the best student collaboration tools

In this blog, I outline some organisational techniques and the best digital collaborative tools for successful student group work.

6 things to consider and organise before writing your dissertation (and how Lateral can help)

I hope the following six things to consider and organise will make the complex dissertation writing more manageable.

Get into flow.

AI Research Tools for Literature Reviews

• Consider the Ethics

Director, Teaching & Learning

This guide is intended to introduce AI-assisted tools for completing literature reviews. 

Disclaimer: 

• This guide is not intended to cover every step of the literature review. To understand the purpose and process behind literature reviews, see  Literature Reviews: An Overview for Graduate Students (9:35 minute Video, from NCState) and  Learn how to write a review of literature (Steps and Examples from UW-Madison Writing Center). 
• There are many, many more tools not included in this guide. Tools without the option of being freely available are not included. 
• Use with caution and critical thinking. These tools are new and still in development. They are subject to bias. Though most tools listed in this guide rely on citation metadata and Natural Language Understanding/Machine Learning (rather than generated content), "hallucinations" or made-up references may still occur. Always double-check! 

Attribution

Organization for the Guide was inspired by Prof. Niels Van Quaquebeke's AI Tools for Research Workflow in Academia , which is licensed under the Creative Commons License CC BY 4.0 . Some tool descriptions were also adapted from this work, while others were taken directly from the product websites. 

Introductory Slides

• Next: Discover >>
• Last Updated: Feb 7, 2024 1:20 PM
• URL: https://guides.library.txstate.edu/LitReviewAI

Conclusion Generator

So you've pushed through blank page syndrome, gotten into the zone, and written up stellar content that fits your vision. your writing starts strong, hits all the right points, and flows nicely. but you're stuck right before the finish line, unsure of how to tie things together well and end with a strong conclusion..

So you've pushed through blank page syndrome, gotten into the zone, and written up stellar content that fits your vision. Your writing starts strong, hits all the right points, and flows nicely. But you're stuck right before the finish line, unsure of how to tie things together well and end with a strong conclusion. Been here before? Originality.ai makes this pattern a thing of the past with our new free conclusion generator. Once you've done the hard work of producing content you're proud of, Originality.ai helps you carry it to completion and finish strong without spending precious time stuck behind writers block, all while maintaining your unique voice. 

Armed with the power of advanced AI, our easy-to-use conclusion generator analyzes your writing, identifies the key ideas and central arguments of your work, and produces a conclusion that matches the tone and style of your input. Perfect for essays, articles, or blog posts, our conclusion generator helps you to whip up closing paragraphs at lightning speed , streamlining your workflow and making your writing stronger than ever.

Finishing Strong: Use Cases for a Conclusion Generator

Are you constantly stuck trying to wrap up your writing with a compelling conclusion? Orinality.ai's new conclusion generator tool is your new best friend when it comes to tying up all those loose ends in your writing. Whether you're a student struggling to conclude an essay, a busy content creator trying to keep your blog posts punchy, or a professional crafting reports and presentations, this tool has got your back. One of the best applications of this tool is in the realm of business communication. Imagine you're crafting a report or a proposal, where it's vital to conclude with a confidence that really drives your points home. This is where our AI conclusion generator becomes your secret weapon. Navigating through complex data, market analysis, or strategic plans to arrive at the perfect conclusion can be challenging. However, with this tool at your disposal, all you need to do is feed in the key elements of your discussion, and voilà – it generates a clear, effective conclusion that captures the essence of your work, at the level of detail that's right for you.

But wait, there's more! Our free conclusion generator is more than just a time-saver; it's a quality enhancer. For bloggers and content creators, crafting a memorable ending that resonates with your audience is crucial. This tool helps you do just that, by providing a tailored conclusion that aligns with your writing style and the message you want to convey. As the University of Southern California points out , the conclusion is the opportunity answer the question “So what?” What is it about your work that matters most? Imagine ending every post with the perfect punchline or thought-provoking statement – that's what this tool offers. Plus, it's incredibly user-friendly and adaptable, making it suitable for a wide range of writing styles and purposes. In essence, this AI tool isn't just about ending your writing; it's about giving it a powerful, lasting impact.

What's included?

Originality.ai's conclusion generator's strength is its flexibility. Need your conclusion that fits your writing ASAP? Simply type, paste, or upload the text you want to conclude, pick your desired length, and click generate. Presto – our sophisticated AI tool identifies the core details of your writing and serves up the perfect conclusion. Need a little more control over your conclusion, to make sure it hits just the right tone and detail level for your audience? Just open up the settings option to tailor your conclusion to your needs.

Diverse language options allow you to conclude from, or in, a variety of languages, helping you reach any audience, and our structure settings allow you to format your conclusion as either a paragraph, a numbered list, or a set of bullet points, making it as useful for presentations and slide decks as it is for more traditional writing.

No matter which options you select, our conclusion generator consistently delivers content that is well-written, easily understandable, and grammatically flawless. This guarantees that you always present your most polished work, helping you reach new heights with your writing.

Step-by-Step Guide: Effectively Using Our Conclusion Generator

1) input the content you would like to include under "your text".

Simply write or paste the writing you would like to conclude. If you have a document or website you would like to upload, you can click the "Upload" button to import the text from a file or URL.

2) Add keywords

If you have specific key terms that should be included in your conclusion, you can specify them in the keywords field, separated by commas must be separated by commas.

3) Choose a length

Select a word count range for your conclusion, from a short paragraph of less than 50 words to a longer paragraph of 200-250.

4) Adjust settings (optional)

If you would like to tailor the style and formatting of your conclusion, click "Settings". Here you can select an option for tone, level of detail, target audience, and output language. You can also change the formatting from a paragraph to a bulleted or numbered list, and adjust the number of sections you would like to generate.

5) Click "Generate"

Click the generate button, and in a few moments your new conclusion will be added to the top of the feed.

6) Finetune Your Results

If you would like to rewrite individual sentences within a conclusion, use the Finetune feature. Simply click the Finetune button below a conclusion, and then select the sentence you would like paraphrased. Your conclusion will be added to the top of the feed with that sentence rewritten. Note that Finetune rewrites will count towards your number of free uses per day.

7) Use Your Paragraphs

Copy a conclusion by clicking the clipboard icon in the upper right, or download it as a .docx or .txt file by clicking the download icon in the same region.

What Powers Originality's Conclusion Generator?

Our AI Paragraph Conclusion Generator is equipped with the latest advancements in language technology, utilizing the GPT-3.5 system, a large language model (LLM) with 175 billion parameters. This powerful tool is engineered to produce high-quality writing that is tailored to your specific needs. It achieves this by analyzing the text you provide, and extracting any relevant key points or thesis statements, ensuring your conclusion aligns with your voice. The GPT-3.5 system's exceptional capability in interpreting language nuances guarantees that the generated content hits the core arguments of your writing. Moreover, its extensive training across multiple languages enables proficient writing and translation capabilities.

Other Tools You May Find Helpful

To assist you in creating exceptional content, Originality.ai has developed a cutting-edge set of free AI writing tools, built to tackle the biggest issues facing writers and content creators in a digital age. Need help writing body paragraphs? Try our  Already have a paragraph that needs adjusting? Try our paragraph generator . If you'd like to paraphrase rather than write from scratch, check out our paragraph rewriter .

Wherever you are in your writing journey, Originality.ai has you covered with AI tools that make content creation a breeze, for free.

Finish Strong with Originality.ai's Conclusion Generator

When navigating  the dynamic world of digital content creation, tools like Originality.ai's free conclusion generator aren't just a luxury—they're a necessity. Tailor-made for the needs of diverse content creators, this tool shines with its ability to produce satisfying conclusions for your writing.

Imagine boosting your productivity with lightning-fast efficiency while ensuring your content stands out in the competitive digital arena. That's exactly what Originality's conclusion generator offers. It's not just about staying afloat in the fast-paced world of online content; it's about soaring to new heights with the power of innovation and originality at your fingertips. Give it a try, end all your writing woes today!

Customers Love Originality.ai

We deeply understand your needs when it comes to identifying original content and we are building features around our accurate ai detection and plagiarism checking that users love.

After testing a number of AI content detection tools, I have found Originality.ai to be one of the best on the market . And now with the ability to detect paraphrased AI content, Orignality.ai is even more powerful. It’s basically my go-to detection tool at this point.

SEO Consultant, GSQI.com

At Clicking Publish, producing original, high-quality content is essential to our success. To maintain these standards, it's important that we verify the work from freelancers and outsourced writers. Originality.ai makes this process easy for us by providing a simple and efficient tool that ensures the content we receive meets our expectations.

Kityo Martin

Clicking Publish

I love the tool. Not only does it detect ACTUAL Al written content, but also writers who write just like Al. Great way to weed out Al and poor writing. Just because content was written by a human doesn't mean they did any better than an Al tool. We had a lot of our writers test positive for Al and they didn't use Al. What was common in all their writing was the lack of original thoughts. It was all regurgitation.

Ryan Cunningham

After doing some serious testing with Originality (which caters for the newerAl tech), I can't fool it (yet).

Founder, FatJoe

So what can we learn from this? In many cases, the tool tells the right story, even when it's nuanced, like in the case of AI content edited by humans.

Gael Breton

Founder, Authority Hacker

I realize that AI content isn't going away and with human editing, it can save time/make blog content better. That said, I've also had writers submit content that was 100% AI and never told me. A BIG no-no. This tool (Originality.ai) is what I'm using to stop that.

Ron Stefanski

OneHourProfessor.com

In The Press

Originality.ai has been featured for its accurate ability to detect gpt-3, chat gpt and gpt-4 generated content. see some of the coverage below…, featured by leading publications.

Originality.ai did a fantastic job on all three prompts, precisely detecting them as AI-written. Additionally, after I checked with actual human-written textual content, it did determine it as 100% human-generated, which is important.

Vahan Petrosyan

searchenginejournal.com

I use this tool most frequently to check for AI content personally. My most frequent use-case is checking content submitted by freelance writers we work with for AI and plagiarism.

searchengineland.com

After extensive research and testing, we determined Originality.ai to be the most accurate technology.

Rock Content Team

rockcontent.com

Jon Gillham, Founder of Originality.ai came up with a tool to detect whether the content is written by humans or AI tools. It’s built on such technology that can specifically detect content by ChatGPT-3 — by giving you a spam score of 0-100, with an accuracy of 94%.

Felix Rose-Collins

ranktracker.com

ChatGPT lacks empathy and originality. It’s also recognized as AI-generated content most of the time by plagiarism and AI detectors like Originality.ai

Ashley Stahl

Originality.ai Do give them a shot! 

Sri Krishna

venturebeat.com

For web publishers, Originality.ai will enable you to scan your content seamlessly , see who has checked it previously, and detect if an AI-powered tool was implored.

Industry Trends

analyticsinsight.net

AI Content Detector & Plagiarism Checker for Serious Content Publishers

Improve your content quality by accurately detecting duplicate content and artificially generated text..

AI & Plagiarism Detector for Serious Content Publishers

KNOWLEDGE BASE

© 0000   Originality.ai

The Best Free and Paid AI Document Summarizer Tools In 2024

Let’s be honest, whether you’re a busy student or a full-time worker, finding time to read full bodies of text back-to-back isn’t always easy, especially if you have to go through multiple documents in one sitting.

Thankfully, by leveraging the power of generative artificial intelligence , AI summarizer tools can be used to condense documents, articles, research papers, and more into useful summaries – trimming down the fat for you so you have more time to focus on the content that matters.

With so many AI summarizers available, we rounded up some of our top picks and pointed out which are best for different use cases. We also cover their prices and whether they offer a free version, to help connect you to an AI platform in your budget. Read on to find out how the best AI summarizers compare against the competition, and to learn why the tools are emerging as one of the best time-saving hacks of 2024.

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Why Use an AI Summarizer Tool?

According to Gartner, professionals spend around 50% of their time searching for information – time that could be better spent in a variety of ways including engaging in deep work, collaborating with colleagues, or taking a well-earned stroll around the block.

Thanks to rapid developments in generative AI, the time you spend riffling through surplus information can be axed significantly, and you don’t even need to spend a fortune for the privilege.

AI summarizer tools can be used to create concise rundowns of large bodies of text in seconds, making it easier for users to get the main highlights of news articles, business documents, research papers, and more, without spending half an afternoon doing so.

Lots of AI summarizer tools offer extra translation, proofreading, and paraphrasing capabilities too, allowing you to condense, refine, and reformat content in one fell swoop. If you don’t want to pay a premium for the service, there are several free options available too, although these products tend to lack advanced content features and have more stringent text limits.

The Best AI Summarizer Tools in 2024

AI summarzers have the potential to revolutionize the way you work. Take a look at our favorite platforms, and what their best suited to, below.

• AI Summarizer – Best AI summarizer overall
• Summarizing tool – Best free AI summarizer tool
• ChatGPT – Best AI tool for summarizing PDF files
• Jasper – Best AI summarizer tool for content creators
• Scholarly Best AI summarizer for academics

1. AI Summarizer

• Best AI summarizer overall
• Price from $6.99 (Free version available)

AI Summarizer is a user-friendly summarizing tool that lets you summarize, paraphrase, and improve the quality of your text. The provider offers both paid and free versions, with its paid plan capping words at 5,000 words per submission and its freemium plan limiting words to 3,000.

AI Summarizer screenshot lets you condense and reformat lengthy content for free. Source: AI Summarizer

With most bodies of text falling under this limit, AI Summarizer will be a top option for users trying to keep costs to a minimum. The tool also provides output in three different styles – whole paragraphs, bullet points, and single sentences – and lets you choose how concise you want the summary to be. This gives AI Summarizer a leg up over other free platforms, like Summarizing Tool, which doesn’t give users as much control over the final result.

However, for all of AI Summarizer’s strengths, the free version is littered with ads which may get on your nerves if you’re using the tool a lot. You’re able to bypass this problem by upgrading to its enhanced Summarizer 2.0 platform quite easily though, as long as you’re willing to shell out a couple of dollars per month.

2. Summarizing Tool

• Best free AI summarizer tool
• Price from: Free

Summarizing Tool is a free forever text summarizer that allows users to condense text with or without AI. For a free service, the tool offers a surprising amount of capabilities. For example, the platform lets you transform text from a wide variety of formats, including text, documents, and PDF files and also gives users the option to copy or download output, based on your specific needs.

Summarizing Tool lets you summarize text from a wide variety of formats for free. Source: Summarizer Tool

Aside from summarization capabilities, the free platform lets users check content for plagiarism and grammatical errors, and can also be used to paraphrase text. The tool doesn’t place limits on how many times you’re able to use the service either, making it a great fit for users who have to transform large quantities of text on a tight budget.

However, like AI Summarizer, Summarizer Tool does feature lots of ads on its service, and with no option to bump up to a paid tier, the platform definitely won’t be right for everyone.

• Best AI tool for summarizing PDF files
• Price from: $20 per month (Free version available)

While we wouldn’t normally recommend using chatbots to summarize and refine large bodies of text, ChatGPT’s newly rolled-out PDF summarizing feature makes it one of the best solutions of its kind for condensing the file format. And the best thing about it? You can use the feature for absolutely free without upgrading to the Plus plan.

ChatGPT can now be used so summarize large documents. Source: communityopenai.com

Thanks to ChatGPT’s recent GPT-4o update , the popular chatbot now lets users attach documents, screenshots, and PDF documents to queries. This useful upgrade means that you’re able to use the tool to summarize and analyze PDF files and ask the chatbot questions about this document to gain targeted follow-up insights. You’re also able to request for the information to be displayed in a variety of different formats, including paragraphs and bullet points, making the service more useful than other free options like Summarizer Tool.

At the time being, free ChatGPT users are only able to make a limited amount of GPT-4o queries before their credits run out. But for those tasks with analyzing a high volume of PDFs, you also have the option to upgrade to ChatGPT Plus for $20 per month, as the paid plan doesn’t feature a cap on GPT-4o queries.

• Best AI summarizer tool for content creators
• Price from: $39 per month

Jasper AI is a versatile AI tool that lets you summarize text to a high degree of accuracy, working in a similar way to AI chatbots like ChatGPT. Alongside its text-based capabilities, Jasper also lets you brainstorm ideas for your own content, browse through summary history in the chat window, and translate text into 29 languages.

Jasper AI lets you summarize text-based documents, as well as image and audio files. Source: Jasper AI

The chatbot-style platform makes trimming down content a whizz by giving users control over its output style and letting them choose how long they want the summary to be. However, what really gives Jasper its competitive edge is its ability to summarize audio content like podcasts, lectures, and interviews. This unique capability makes the tool ideas for content creators who are interested in turning existing audio files into multiple pieces of short-form content.

While Jasper does offer a 7-day free trial for new users to test out the platform, its paid plans, which start at $39 per month, will likely exceed the budgets of most casual users.

5. Scholarcy

• Best AI summarizer for academics
• Price from: $3.75 per month (Free version available)

Scholarly is an academic companion that uses AI to summarize text and generate flashcards for research or studying purposes. The tool uses extractive and abstractive summarization capabilities to provide users with useful output, and the platform can also identify key concepts in the text, to make it easier for users to understand important themes.

Scholarcy offers a useful browser extension that provides users with snapshots of articles across the web. Source: Scholarcy

In addition to its desktop version, Scholarcy’s useful browsing extension lets users condense content while they’re browsing, making the platform ideal for users looking to regularly summarize articles and online papers.

Schorlarcy does offer a free version, but it only lets you summarize three research papers daily. While this should be more than enough for casual researchers, if you will be relying on the tool consistently you’ll have to upgrade to one of its paid plans which start from $3.75 per month.

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How to Use AI Tools for Conducting a Literature Review

Note: What follows is an article written by a guest author , the views expressed here are not those of SciSpace or its employees .

Guest post by Carmen Troy, a leading content creator from Research Prospect .

Artificial Intelligence (AI) has revolutionized numerous domains and has made complex tasks easier and more efficient for students everywhere. An important area in which AI has significantly played its part is academic research. For instance, students can now conduct literature reviews much more easily. Instead of manually sifting through hundreds of papers, researchers can now harness the power of AI tools to simplify and speed up this process.

Here is a comprehensive article for you on how to effectively use AI tools to conduct a literature review.

The role of AI in modern research

Research has always been a meticulous, time-consuming process for students and researchers. It often requires them to go through vast amounts of data, articles, and literature to get important information. With the advancements in the field of Artificial Intelligence, this landscape is undergoing a transformation.

A few ways in which it is happening include:

Enhanced data analysis

Machine learning and AI models have the capacity to analyze massive datasets at speeds that were thought to be impossible previously. This allows researchers to identify patterns, correlations, and anomalies much faster and more accurately.

Routine tasks, like data entry, sorting, and even literature scanning, can now be automated, which frees researchers to focus on analysis and hypothesis formulation.

Predictive analytics

With AI, it is now possible to forecast trends based on existing data. This is mainly beneficial in fields like epidemiology, climate science, and market research.

Simulation & Modelling

AI can create sophisticated simulations to predict how particular variables might change under different conditions. This is crucial in sectors like pharmaceuticals, where drug reactions can be predicted without initial human trials.

Personalized research

In areas like medicine, AI tools can help in personalizing treatments by analyzing individual patient data and suggesting the most suitable interventions.

Benefits of using AI tools for Literature Review

Using AI tools for literature reviews can offer numerous benefits, especially when dealing with large volumes of scientific information.

Here is a more detailed breakdown of its  advantages:

Speed and efficiency

Traditional literature reviews can be time-consuming, often take weeks or even months. AI tools can drastically reduce this time by processing vast amounts of information in seconds or minutes. Moreover, AI tools can be programmed to continuously search and update the literature review, ensuring that the latest publications are included.

Comprehensive coverage

AI tools can scan and analyze thousands, or even millions, of articles, ensuring that no relevant piece of literature is overlooked.

Furthermore, with the ability to scan diverse sources, AI can help researchers find relevant articles outside their primary discipline, promoting a more holistic approach.

Enhanced keyword and Semantic search

Instead of relying solely on specific keywords, AI tools can understand the context in which words are used, leading to more accurate and relevant results.

Additionally, AI can identify and include results that use different terminology but discuss the same topic.

Predictive analytics to identify trends

AI can process and analyze data to predict future trends in a particular field or topic, providing foresight to researchers. Many AI tools can provide visualizations like graphs or heat maps, offering a clearer picture of emerging trends or dominant themes.

Elimination of human bias

Humans can unintentionally introduce bias into literature reviews due to personal beliefs, experiences, or inclinations. While AI is not entirely free from bias (since they are trained on human-generated data), it can operate without emotions, offering a more systematic approach to the review.

Moreover, AI tools will apply the same criteria and standards throughout the literature review process, ensuring a level of uniformity that might be hard for humans to achieve over extended periods.

Additional benefits of using AI tools for Literature review

• Researchers can set specific parameters for AI tools, ensuring that the literature review is tailored to their unique needs and preferences.
• By handling the bulk of data processing and analysis, AI tools reduce the risk of oversight due to information overload.
• Some AI platforms offer collaboration features, allowing multiple researchers to work on a literature review simultaneously, share insights, and refine search parameters collectively.
• AI tools process more information and can improve and refine their search and analysis algorithms, making each literature review more efficient and accurate than the last.

Step-by-Step guide on conducting a Literature Review with AI

Here is a step-by-step guide that you follow about using AI to conduct a literature review.

Step 1: Define your research question or topic

Start with a clear and concise research question or topic. This will guide the AI in fetching relevant documents.

Step 2: Choose an appropriate AI tool

Based on the features you need, select one of the AI tools mentioned above or another suitable tool.

Step 3: Input your search parameters

Enter keywords, phrases, or even full sentences related to your research question.

Step 4: Utilize advanced features

Make use of semantic search, predictive analytics, custom columns, or any unique features the chosen tool offers. For example, if using Iris.ai, explore the contextual map to dive deep into specific areas.

Step 5: Review and refine the results

AI tools can provide vast amounts of data. Ensure you review results for relevance. Refine your search parameters if needed to get more specific or broader results.

Step 6: Organize and integrate findings into your research

Once you have a list of relevant literature, categorize and synthesize the information. Integrate key findings and references into your research work.

Best practices and tips for Literature Review

Follow these tips and tricks for thorough research.

• Before embarking on any literature search, always be clear about what you want. An ambiguous or overly broad question can lead to irrelevant results.
• AI tools are often keyword-driven. The precision and accuracy of your search will largely depend on the keywords you use. Spend time brainstorming and refining these.
• Given the rapid pace at which new research is published, regular updates can ensure your literature review remains current.
• Different AI tools might have access to different databases or use distinct algorithms. To ensure a comprehensive search, utilize multiple platforms.
• While AI can process large volumes of data quickly, it doesn't always understand context or nuance. Always critically assess the relevance and quality of the papers it suggests.
• Some AI tools might prioritize articles from renowned journals or popular authors, potentially overlooking valuable but lesser-known publications.
• AI tools can help in categorizing and clustering results based on themes or methodologies. This can help in understanding patterns and gaps in the existing literature.
• Multiple eyes on a literature review can reduce oversight and improve the quality of the review. Collaboration tools, many of which have AI-enhanced features, can be valuable.
• Given that you might be using multiple databases and tools, ensure you have a system to check for and eliminate duplicate entries.
• The capabilities of AI tools change rapidly. Regularly update your knowledge about the latest features and best practices of your AI tool.
• As you review, make notes on each article regarding its relevance, methods, findings, and how it fits into the broader context of your research. Some AI tools like SciSpace literature review can help automate or assist in this process.
• Some advanced AI tools can track the citations of a particular paper, helping you find more recent studies that cited the older ones and thus potentially relevant to your topic.
• As with any research process, ensure you respect copyrights and terms of use of any publications or databases you access.
• If the AI tool you're using allows for feedback (like correcting misclassifications), use this feature. This not only refines your current search but also improves the tool's future recommendations.
• Relying entirely on AI might lead to overconfidence. Always be skeptical of the results, and keep refining your search parameters based on the results you get.

Authors' Bio:

Carmen Troy has been the leading content creator for Research Prospect since 2017. He loves to write about the different types of data collection and data analysis methods used in research. Troy has also been lucky enough to work as an editor for BBC.

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• Writing Tools
• AI Characters

12 best AI Writing Tools in 2024 (Free & Paid）

AI writing tools are essential for writers, students, professionals, and corporations. AI writing tools are being improved in 2024 for usefulness, accuracy, and user experience. These tools speed up essay, article, report, and other writing tasks with artificial intelligence.

While choosing the top AI writing tools, we considered cost-effectiveness, accuracy, flexibility, and convenience of use. This post will discuss the key features, pros and cons, and prices of 12 of the best AI writing tools available in 2024. Which AI writing tool matches your needs will be clear in the conclusion.

AI Chatting

Verdict: Its smooth conversational features make AI Chatting a great option for creating interesting and realistic conversations.

Language Model: GPT-4

Advanced AI write generator AI Chatting was created by top AI research institutes. Leveraging the most recent developments in natural language processing, it is intended for users who must produce interactive and interesting content. AI Chatting provides a powerful platform for producing lively conversations, regardless of your role—content producer, marketer, or teacher.

Main Features

• Natural conversation generation
• Customizable dialogue settings
• Context-aware responses
• Multi-language support
• Integration with various messaging platforms
• Engaging Content : Creates highly engaging and natural-sounding conversations.
• Customizability : Offers extensive customization options for different dialogue styles and tones.
• Versatility : Supports multiple languages and integrates seamlessly with popular messaging platforms.
• Complexity : Might be overwhelming for users not familiar with AI tools.
• Cost : Higher pricing tiers can be expensive for small businesses.

Weekly Plan – $6.99/week: Access to GPT-4o & Images

Annual Plan – $69.99/year ($1.34/week): Save 81%. Access to GPT-4o & Images

Verdict: For professional writing jobs, Claude is perfect since it produces excellent, human-like words.

Anthropic developed the AI content writer Claude. Its target market is professionals in need of dependable, excellent content creation. Claude writes cohesive, contextually correct, and interesting language using cutting edge AI algorithms.

• High-quality text generation
• Context-aware writing
• Multi-domain support
• User-friendly interface
• Real-time editing suggestions
• High-Quality Output : Produces text that closely mimics human writing.
• Context Awareness : Maintains context over long pieces of text, ensuring coherence.
• User-Friendly : Easy-to-use interface with real-time editing suggestions.
• Cost : Premium features are locked behind higher pricing tiers.
• Learning Curve : New users might need time to fully understand its capabilities.

Pro – $20/person/month

Team – $30/person/month (Minimum 5 members)

Verdict: A multipurpose AI essay generator, ChatGPT is ideal for both informal and formal writing requirements.

Among the most widely used artificial intelligence essay generator aides accessible now is ChatGPT, created by OpenAI. Millions of people utilize it for anything from informal conversation to expert content production. For many, its adaptability and user-friendly design rank it as the best option.

• Versatile artificial intelligence essay generator
• Context retention
• Easy integration with various applications
• Real-time conversation capabilities
• Comprehensive knowledge base
• Versatility : Can be used for a wide range of writing tasks.
• User-Friendly : Simple and intuitive interface.
• Knowledgeable : Accesses a vast database of information to provide accurate responses.
• Dependency on Internet : Requires an active internet connection to function.
• Occasional Inaccuracies : May produce less accurate information on niche topics.

Plus Plan – $20/month

Team Plan – $25/user/month (annually) or $30/user/month (monthly)

Google Gemini

Verdict: With its strong integration capabilities and wide data access, Google Gemini is an invaluable tool for all-around content development.

Language Model: T5

Google created the powerful artificial intelligence writing tool Google Gemini to help people quickly produce excellent articles. It’s an effective research and writing tool since it makes use of Google’s enormous data resources to deliver precise and pertinent information.

• Extensive data integration
• High accuracy in text generation
• Real-time collaboration tools
• Comprehensive editing features
• Data Integration : Access to extensive data sources ensures accuracy.
• Collaboration Tools : Facilitates real-time collaboration on documents.
• Multi-Language Support : Supports multiple languages for diverse user needs.
• Complex Interface : Might be challenging for new users to navigate.
• Pricing : Premium features are relatively expensive.

Price (Input):

• $0.35/1M tokens (up to 128K tokens)
• $0.70/1M tokens (longer than 128K)

Price (Output):

• $1.05/1M tokens (up to 128K tokens)
• $2.10/1M tokens (longer than 128K)

Verdict: With its reputation for producing original and interesting content, Hix AI is ideal for marketers and content producers looking for such material.

The main emphasis of Hix AI is producing interesting and original content. Particularly well-liked by marketers and content producers who have to create distinctive and memorable content is it. Thanks to its sophisticated linguistic skills, Hix AI is able to produce creative and interesting material.

• Creative artificial intelligence essay generator
• Advanced language understanding
• Customizable writing styles
• SEO optimization tools
• Multi-platform integration
• Creativity : Generates unique and engaging content.
• Customization : Allows for customizable writing styles to match different needs.
• SEO Tools : Includes features for optimizing content for search engines.
• Price : Higher cost compared to some competitors.
• Learning Curve : May require time to master all its features.

AI Writer Basic: $7.99/month

AI Writer Pro: $11.99/month

AI Writer Unlimited: $39.99/month

Verdict: Professional document production and administration are made easier with ChatDoc, a great AI writing assistance.

DocumentAI developed ChatDoc with the specific purpose of producing and maintaining professional papers. It is designed for those who must effectively produce reports, proposals, and instructions. Professionals can benefit much from ChatDoc because of its emphasis on document quality and structure.

• Professional document generation
• Advanced formatting options
• Integration with office suites
• Real-time collaboration
• Document management tools
• Professional Output : Creates high-quality, professional documents.
• Formatting Options : Offers extensive formatting tools to enhance document presentation.
• Collaboration : Facilitates real-time collaboration on documents.
• Limited Creative Features : Focuses more on document quality than creative writing.
• Price : Premium features can be costly.

Pro: $89.9/360 days

Verdict: Monica AI is perfect for customers that want customized writing for particular audiences as it excels at customizing content creation.

Its main goal is to provide specialized material that appeals to various audiences. Particularly helpful to marketers, educators, and authors who must customize their messaging for different audiences is Monica AI.

• Personalized content generation
• Audience targeting tools
• Advanced language processing
• Integration with CRM systems
• Real-time feedback and adjustments
• Personalization : Generates content tailored to specific audiences.
• Targeting Tools : Offers tools for effective audience targeting.
• Integration : Integrates with CRM systems for seamless workflow.
• Complexity : May be difficult for new users to utilize fully.
• Cost : Higher pricing tiers for premium features.

Unlimited Plan: $24.9/month or $299/year

Monica Pro+: $16.6/month or $199/year

Monica Pro: $8.3/month or $99/year

Verdict: Students and teachers can benefit much from Smodin’s, ai writing assistant’s correctness and speed in producing academic material.

Language Model: GPT-3.5

Academic usage AI essay generator Smodin. It does particularly well at producing academic articles, research papers, and essays with structure. Teachers and students alike use Smodin extensively because of its precision and effectiveness in handling assignments requiring academic writing.

• Academic ai essay generator
• Citation and referencing tools
• Plagiarism detection
• Accuracy : Produces accurate and well-structured academic content.
• Citations : Includes tools for proper citation and referencing.
• Plagiarism Detection : Helps ensure originality in academic writing.
• Limited Creativity : Focuses more on academic writing than creative content.
• Cost : Advanced academic tools are available in higher pricing tiers.

Essentials: $12/month, billed annually

Productive: $24/month, billed annually

Ultimate: $63/month, billed annually

Verdict: Quillbot is a multipurpose AI writing helper that authors and editors should have as it can summarize, paraphrase, and enhance text quality.

Quillbot Inc. created the writing helper driven by AI. Through rephrasing, summarizing, and grammatical checking, it is intended to assist users in raising the standard of their writing. Because Quillbot is so user-friendly and versatile, authors, editors, and students utilize it extensively.

• Paraphrasing tool
• Summarization feature
• Grammar and spell check
• Vocabulary enhancement
• Integration with writing platforms
• Versatility : Offers multiple tools for improving text quality.
• Ease of Use : Simple and intuitive interface.
• Integration : Integrates with popular writing platforms for seamless use.
• Limited Creativity : Focuses on text improvement rather than original content generation.
• Subscription Cost : Premium features require a subscription.

$9.95/month (monthly)

$6.66/month (semi-annual billing)

$4.17/month (annual billing)

Microsoft Copilot

Verdict: Due to its smooth connection with Microsoft Office Suite, Microsoft Copilot is a necessary tool for professional document production and maintenance.

A writing aid driven by artificial intelligence, Microsoft Copilot is included into the Microsoft Office Suite. By helping with document creation, editing, and administration, Microsoft hopes to increase productivity. Professionals that depend on Microsoft Office for their everyday work will find it perfect.

• Integration with Microsoft Office
• Advanced editing and formatting tools
• AI-driven content suggestions
• Security and compliance features
• Integration : Seamlessly integrates with Microsoft Office applications.
• Productivity : Enhances productivity with AI-driven suggestions.
• Security : Includes robust security and compliance features.
• Dependency on Office Suite : Primarily useful for users of Microsoft Office.
• Cost : Premium features require a Microsoft 365 subscription.

$20.00 per user/month.

Verdict: Easy to use AI content writer Rytr.me is perfect for producing material quickly and effectively in a variety of fields.

Rytr.me is an ai writing assistant made to produce material fast and effectively. Users who must create material for social networking, blogging, and marketing among other fields are catered to by it. Rytr.me is renowned for being both efficient and simple.

• Quick content generation
• Multiple writing templates
• Tone and style customization
• Real-time editing
• Efficiency : Generates content quickly and efficiently.
• Customization : Allows for customization of tone and style.
• User-Friendly : Easy-to-use interface with a variety of templates.
• Limited Advanced Features : Lacks some advanced features found in other tools.
• Content Depth : May not produce highly detailed or in-depth content.

premium Plan: $24.16/month 

Unlimited Plan: $7.50/month 

Verdict: As Wepik creates visually stunning information so well, designers and marketers that need it turn to it first.

The Freepik Company created the AI-powered visual content creation platform Wepik. For a variety of uses, including social networking, marketing, and presentations, it is intended to assist users in producing visually appealing graphics and photos. Especially among designers and marketers is Wepik.

• Graphic design templates
• Customizable visual elements
• AI-driven design suggestions
• Multi-format support
• Integration with design tools
• Visual Appeal : Creates stunning visuals with ease.
• Customization : Offers extensive customization options for designs.
• Integration : Integrates with popular design tools for seamless workflow.
• Focus on Visuals : Primarily focuses on visual content, not text.
• Pricing : Premium features can be costly for small businesses.

Wepik’s ai content writer is completely free to use.

Final Recommendations

The best AI writing assistant for you will rely on your particular requirements and tastes. Both ChatGPT and Google Gemini are great options if you need a flexible tool for different writing jobs. Professional document management is best served by Microsoft Copilot and ChatDoc. If producing creative material is your main goal, Hix AI and Monica AI provide strong options. While Quillbot shines at raising text quality, Smodin is a trustworthy choice for academic writing. Wepik works really well for creating graphic material, and Rytr.me is excellent for producing content quickly.

To make the best decision, consider your requirements, your budget, and the particular characteristics that each tool has to offer. In 2024, there will be an AI writing tool that will improve your output and content quality whether you are a student, professional, marketing, or content producer.