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A. A.

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A. A., 555d ago

October 21, 2023

best AI tools for academic research

During my research, I visited various sources, including Reddit discussions from r/PhD and r/academia, an AI tools LibGuide from Rutgers University, blog articles, and academic help websites. These sources provided a range of opinions and recommendations on AI tools for academic research, with some tools having more consensus and more frequent mentions than others. While there was considerable variety in the suggested tools, several options were mentioned more frequently, indicating their popularity and usefulness in the academic research community.

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Research Rabbit

Research Rabbit is an AI tool that allows researchers to create collections of academic papers, recommends new articles based on those collections, and creates visualizations of cited articles to help researchers explore new research angles. It has been recommended by users on Reddit and other sources . Research Rabbit does not generate anything new or rely on LLMs, and it doesn't try to rank results like Google Scholar. It offers useful network graphs of papers that have cited and are cited in other papers, organized chronologically.
Semantic Scholar

Semantic Scholar

Semantic Scholar is a free AI-powered research tool that helps researchers understand a paper at a glance by identifying meanings and connections from within papers. It has been recommended by users on Reddit and other sources. Semantic Scholar enables researchers to find scientific papers, identify connections between those papers, and create online libraries to organize those papers.

Connected Papers

Connected Papers is an AI tool that helps researchers find relevant literature and visualize connections between papers. It has been recommended by users on Reddit. Connected Papers and Prosperity AI are considered reliable in identifying correct literature by some academics.

SciSpace

SciSpace is an AI-driven platform for exploring, understanding, and publishing research papers, offering a manuscript editor, citation generator, plagiarism checker, and AI Copilot. It has been recommended by users on Reddit and other sources . SciSpace is an AI-based tool that simplifies difficult concepts for researchers.

Additional Tools

Several other AI tools were mentioned during the research, including Perplexity, Scite , Trinka, Genei, and QuillBot. While these tools did not receive as many recommendations as the aforementioned options, they may still be useful for specific tasks or purposes in academic research.

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"https://blog.foundr.ai/ai-tools-for-researchers/"

  • AI tools can help researchers automate certain tasks and streamline the research process.
  • PDFgear Copilot is a PDF editor that can summarize PDF files, check for spelling errors, and compress files.
  • Consensus is an AI-powered search engine that finds evidence-based answers from peer-reviewed research papers.
  • Scite is a tool that helps researchers find how older research publications have been cited by newer research work. It also classifies citations as affirmative or negative.
  • SciSpace is an AI-based tool that simplifies difficult concepts, extracts the gist of a scientific paper, and helps with literature reviews.
  • Wordvice AI is an AI-powered writing assistant that proofreads articles, checks for grammar errors, analyzes sentence structures, and suggests sentence-level improvements.
  • ChatGPT is an AI chatbot that can summarize scattered information and adapt to a certain style of writing. However, it is not a credible source for conducting research.
  • Research Rabbit is a platform that allows researchers to create a collection of papers and recommends new articles based on those collections. It also creates visualizations of cited articles to help researchers explore new research angles.
  • Bit.ai is a document-sharing tool that researchers can use to embed charts, surveys, polls, and other digital assets with their documents. It allows for easy collaboration on research projects.
  • Zotero is an AI research assistant that helps researchers search for specific articles, analyzes sources, and creates bibliographies.
  • Semantic Scholar is a free search engine that helps researchers find scientific papers, identifies connections between those papers, and creates online libraries to organize those papers.
  • Elicit is an AI research assistant that helps researchers find papers, extract meaning, and summarize articles.
  • Trinka is a sentence structure checker and proofreading tool designed specifically for scholastic compositions.
  • ChatPDF is a tool that allows users to converse with PDFs by getting summaries, asking questions, and finding insights into PDF files by uploading them.
  • iThenticate is a plagiarism checker designed specifically for research works and scholastic literature.
  • Scholarcy is an AI-driven platform that helps researchers analyze scientific articles, extract key information, and create lay summaries.
  • Best practices for AI-powered academic research include mentioning the use of AI in research, discussing the usage of AI tools, and ensuring that AI tools are used adhering to ethical research standards.

"https://libguides.rutgers.edu/artificial-intelligence/ai-in-research"

  • The webpage contains information about 12 AI tools for academic research, each with a brief description of their unique features and capabilities, designed to help users find and analyze research more efficiently.
  • Listed AI tools -
    • Perplexity, an AI chatbot that uses a variety of high-quality sources, including scholarly sources, and offers an interactive search mode to guide search processes.
    • Consensus, an AI search engine that searches over 200 million scientific papers from Semantic Scholar and delivers evidence-based answers.
    • Elicit, an AI search assistant that helps to conduct literature reviews by summarizing key points and identifying relevant research papers on any topic.
    • Scite, an AI platform that helps researchers find and understand research articles through Smart Citations.
    • Research Rabbit is a tool that users can use to create collections of academic papers and visualizes scholarly networks in graphs.
    • Scholarcy, an AI summarization tool that reads books, research articles, and reports and extracts key information to create a summary flashcard.
    • ChatPDF, an AI chatbot that generates short summaries of uploaded research papers and can answer questions based on the full text.
    • Semantic Scholar, a free AI-powered research tool that helps researchers understand a paper at a glance by identifying meanings and connections from within papers.
    • Iris.ai, an AI tool designed to comprehend a research project’s context and suggest pertinent literature without relying on specific keywords.
    • Scispace, an AI-driven platform for exploring, understanding, and publishing research papers, offering a manuscript editor, citation generator, plagiarism checker, and AI Copilot.
    • Paper Digest, an AI-based article summarization service that quickly grasps the core ideas of a paper.
    • You.com, an AI-based search engine that offers a customized search experience while keeping user’s data 100% private.
  • The webpage highlights the unique features of each AI tool, such as interactive search modes, summary flashcards, Smart Citations, visualized scholarly networks, and customized searches.
  • It offers links to the official websites of the AI tools for easy access.
  • The webpage also offers explanations of several abbreviations such as DOI, pow, LPAE, CID, and temperature.
  • It provides several other educational resources, such as links to other research guides, citation tools, plagiarism checkers, and databases.
  • The webpage includes a review of each tool, giving a brief summary of how each AI tool helps in research, and the score of each tool based on research authority and approachability

"Experiences with AI tools for scientific literature review, finding relevant papers, etc? (NOT chatGPT)"

  • The webpage is a post from 5 months ago on the subreddit r/academia titled “Experiences with AI tools for scientific literature review, finding relevant papers, etc?”.
  • The author of the post is looking for a tool that helps to find relevant papers during literature review.
  • Different users suggest various AI tools, including Scite, Semantic Scholar, Elicit, Connected Papers, Prosperity AI, Litmaps, Research Rabbit, SciSpace, and Covidience.
  • One user recommends meeting with a librarian for help with literature review. They argue that librarians are free, trained to do this work, and there are no ethical implications.
  • Another user suggests that discovery through the citation network can be effective in finding relevant papers.
  • The user explains that Litmaps works based on the citation network, allowing users to look through a paper’s references and cited papers, and that this approach is transparent and avoids biases from AI usage.
  • Another user recommends Research Rabbit for its network graphs of papers and chronological organization. They argue that the tool does not generate anything new or rely on LLMs and doesn’t try to rank results like Google Scholar.
  • One user advises against using Chat-GPT3, while another warns that Litmaps and Research Rabbit have holes.
  • The webpage also includes a link to a list of AI tools and apps sorted by category.
  • Finally, users discuss the reliability and efficacy of AI tools, with some arguing that they can be helpful, while others suggest that using AI may introduce biases or be unnecessary.

"https://academichelp.net/top-lists/top-10-ai-tools-and-software-for-academic-research.html"

  1. The world of academic research is constantly evolving, and artificial intelligence (AI) is playing a significant role in transforming the research landscape.
  2. From finding sources to analyzing data, AI-powered tools are making the research process more efficient and accurate.
  3. The sheer number of research articles one needs to go through can be intimidating. Additionally, research material tends to be complex, making it difficult to extract the necessary information. This process demands a significant amount of time and effort.
  4. ChatGPT will revolutionize academic research, but many academics don’t know how to use it effectively.
  5. Academia is split between early AI adopters and those concerned about its impact on academic integrity.
  6. Several experts have raised concerns about the reliability of language models like ChatGPT, noting that their output, when used as a best AI text generator, can sometimes be biased, limited, or inaccurate.
  7. Consensus - You can ask Consensus about relationships between concepts, or even cause and effect, like whether immigration improves the economy. It’ll give you an answer based on academic research, even listing the papers and summarizing the top ones. But it only covers six areas: economics, sleep, social policy, medicine, mental health, and health supplements. It provides credible sources, encourages evidence-based decision making, but has limited scope, potential bias, and AI limitations.
  8. Elicit - It is like a research assistant that uses language models to answer questions but is entirely based on research. It can find relevant papers without exact keyword matches and even summarize them. It has research-based knowledge, flexible search, and supports creative thinking. However, it is limited to research, has potential bias, and accessibility limitations.
  9. Scite.ai - It uses AI to provide detailed citation information for research papers, helping researchers evaluate the credibility of their sources. It offers accurate citations, improves workflow, and has fact-checking capabilities. However, it is limited to research, has AI limitations and potential for user error.
  10. Research Rabbit - It’s a tool for fast-tracking research, and the best part is that it’s free! Users can create collections of academic papers that the software can learn from to give them relevant recommendations. It even visualizes scholarly networks in graphs, so it’s possible to follow the work of specific authors or topics. It saves time, provides personalized recommendations and it’s free. However, it has AI limitations, limited to academic papers and a limited scope.
  11. ChatPDF - It’s like ChatGPT,

"https://master-academia.com/best-ai-tools-academic-writing/"

  1. Trinka
  • AI-powered writing tool designed specifically for academic and technical writing.
  • Beyond basic grammar and spelling corrections, it also assists writers in finding the appropriate tone and style for academic writing, while improving conciseness and implementing formal syntax.
  • Adjusts language, style, and tone to adhere to scientific conventions in various research fields, based on existing academic publications.
  • Offers consistency checking to maintain a coherent writing style, publication readiness checks to prepare the work for submission, plagiarism checking to ensure originality, and a citation analyzer to assess the quality and relevance of citations.
  • Offers a free basic version with a monthly word limit of 5000 words and a premium version starting at $6.67 per month with annual billing.
  1. Genei
  • Comprehensive tool designed for academics with features tailored specifically for academic writing.
  • Utilizes AI-generated summaries and note-taking shortcuts to extract information from academic articles and streamline the academic writing process.
  • Offers comprehensive summaries of entire articles or manually highlighted passages.
  • Allows users to seamlessly adapt writing styles and incorporate references.
  • Offers academic discount of up to 40%.
  • Offers two pricing structures, one for professionals and another for academics starting at £4.99 for the basic version and £19.99 for the pro version.
  1. QuillBot
  • AI-powered paraphrase tool designed to rewrite, edit, and adjust the tone of text for clarity.
  • Offers all-in-one Co-Writer with tools for paraphrasing, summarizing, citation creation, and essay writing in a single location.
  • Offers seven different paraphrasing options to adjust the paraphrasing to individual needs.
  • Offers built-in thesaurus and synonym slider.
  • Offers track changes function, translation option, and integrates seamlessly with Chrome and Microsoft Word.
  • Offers a free plan and a premium plan starting at $19.95 per month or $8.33 per month when paid annually.
  1. Writefull
  • Utilizes language models trained on extensive journal articles to provide tailored edits for academic writing and offers automatic paraphrasing and text generation.
  • Offers AI widgets like the Abstract Generator to help write abstracts of academic papers, and the Manuscript Matcher to find suitable journals for publication.
  • Allows users to check written texts against scientific databases for identification of plagiarism.
  • Offers a free version and a paid version starting at $5.46 per month.

"AI tools I have found useful w/ research. What do you guys think? What did I miss?"

"What AI tools do you use/recommend?"

  • Reddit post with the title “What AI tools do you use/recommend?” from r/PhD five months ago, with 74 points
  • Original poster seeking AI tools to support PhD research mainly in searching and reviewing
  • Several comments with their tool recommendations, some mentioning additional details
  • User with 41 karma recommends Elicit, describes finding relevant papers with the tool
  • User with 10 karma recommends Connectedpapers, finds it useful
  • User with 6 karma recommends ASReview, describes how to use it for systematic reviews, saves time enormously
  • User with 29 karma recommends Semantic Scholar, mentions it as a substitute for Google Scholar, recommends ASReview for systematic reviews
  • User with 13 karma recommends a website, topai.tools, with AI tools for research
  • User with 3 karma recommends Research Rabbit for expanding literature list
  • User with 2 karma inquires about whether the original poster is “drfredphd”
  • User with 10 karma mentions using ChatGPT, Grammarly, and Quillbot for paraphrasing or finding synonyms
  • User with 2 karma cautions about using AI software for paraphrasing as Turnitin may flag it as plagiarism
  • User with 8 karma recommends DeepL or DeepL Write for translation and proofreading in English, finds the formulations better than Google Translate or any other translator they have seen
  • User with 5 karma recommends GitHub Copilot for writing code, free for students, cautions against using it as a crutch
  • User with 3 karma recommends two websites, researchrabbit.ai and scholarcy.com, and two tools, humata.ai and wisio.app
  • User with 1 karma recommends wait.webuters.com for tasks such as writing blog posts, emails, letters, and social copies
  • Several users express their intention to be reminded of the post in a few days or hours
  • AI curiouspenguins.com website mentioned in one comment

💭  Looking into

A comparison of the various AI tools for academic research based on their price, user interface, and compatibility with commonly used research management software

💭  Looking into

A detailed list of the top 5 most useful AI tools for academic research and their features