SciSpace

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Your platform to explore and explain papers. Search for 270M+ papers, understand them in simple language, and find connected papers, authors, topics.

How SciSpace can help you:

Facilitates comprehensive research paper exploration.
Breaks down complex papers into understandable language.
Offers connections between papers, authors, and topics.

Why choose SciSpace: Key features

Access to over 270 million research papers.
Useful for comprehensive literature review and study.
Enhances research productivity and understanding.

Who should choose SciSpace:

Researchers looking for in-depth study materials.
Academics aiming to simplify complex paper understanding.
Students conducting extensive literature reviews.

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https://scispace.com/

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March 2024

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10 Best AI Tools for Research: Consensus, Scite, Elicit & More

AI tools are not just transforming the Generative AI space, but they are also being used to discover and analyze academic research papers. The AI boom has led to many AI-powered search engines for research, citation generation, finding key insights, and more. The AI tools for research can help you find relevant research papers and check emerging trends. On that note, find our list of best AI tools for research. 1. Consensus If you are doing research for academic work, Consensus is the best AI tool you can use. It's an AI-powered academic search engine that collates millions of research papers from various fields. The best part about Consensus is that it has a Consensus Meter which shows where the research leans for your question or research study. It shows 'Yes', 'Possibly,' or 'No' based on published data from various papers. It can analyze up to 20 papers at once. Apart from that, Consensus shows a quick AI-powered Study Snapshot from the scientific literature to show key information about the study. Not to mention, you get AI-powered summaries, key takeaways, and insights. Finally, you can chat with Copilot and ask questions or get assistance to draft your research. Simply put, to find relevant studies and aid in research work, Consensus is the best AI tool out there. 2. Scite Scite is another powerful AI-powered tool that is ideal for students and researchers. It evaluates scientific studies to answer your questions, backed by real research and citations. Scite is widely used by universities, publishers, and corporations across the world. The feature called Smart Citations adds context to each citation and checks references to provide reliability of studies. For each topic, you can find research papers that support or dispute the claim. It helps researchers quickly find scientific literature relevant to their area of study. Moreover, for those unaware, Scite is funded by the National Institutes of Health (NIH), and the National Science Foundation (NSF). 3. SciSpace If you wish to understand research papers in simple words, I strongly recommend giving SciSpace a try. It offers a 'Chat with PDF' tool that explains and summarizes research papers. Next, you can ask questions, and it generates AI-powered insights from the top five research papers. Right below, SciSpace displays all the top papers with the journal name, key findings, PDF access, external links, and more. There are also tons of filter options that can help you narrow down recent publications, find papers based on citation count, and more. What I find interesting is that you can add multiple columns to display results, summarized abstracts, limitations, and much more next to research papers. 4. Semantic Scholar Next, we have Semantic Scholar, the free AI-powered research tool to find scientific literature and academic research papers to back your claim. It has a vast database of more than 200 million papers from various fields. It offers a deep search functionality and shows the citation count below every research paper. You can further filter out the field of study and find papers based on journals, publication dates, authors, and more. Furthermore, you can check out all the references and move to the DOI link to find the paper. The standout feature of Semantic Scholar is that it can perform advanced citation analysis across its large library of databases to provide relevant papers. If you want to discover scientific literature, Semantic Scholar is a great free AI tool. 5. Elicit In academic research, the process of literature review takes up a lot of time. Elicit is one such AI tool for research that automates summarizing papers, extracting data, and evaluating new findings seamlessly. You can search, ask research questions, and get relevant papers from its massive library of 125 million research papers. The best part about Elicit is that you can extract details in a tabular format. Next, you can choose a relevant paper and find more papers like it. Not to mention, Elicit can generate AI-powered abstract summaries to quickly get the gist of the paper. Apart from that, it can connect concepts across various domains and show papers backing the claim. Finally, you can also upload your PDF research papers and chat with them. 6. ScholarGPT ScholarGPT is one of the best custom GPTs for ChatGPT that you can use for research purposes. It's the top-ranking GPT on OpenAI's GPT store. It researches on your behalf and answers questions backed by various research papers from leading journals and publications. The GPT connects to the internet to find high-quality sources to generate a response. And now that OpenAI has opened access to GPTs for all, free ChatGPT users can also chat with ScholarGPT or any other GPT without subscribing to the paid plan. So to find answers to your research questions, you must check out ScholarGPT. 7. Coral AI If you are looking for an AI tool that allows you to upload research papers and lets you chat with the document, meet Coral AI. It's widely used by researchers to process local papers. Coral AI uses AI to generate summaries and translations in 90+ languages. The best part about Coral AI is that it gives you citations with page numbers. You can upload multiple documents and find key information by collating information from all of the papers. To conclude, if you have several local research papers, and want to analyze them using AI, Coral AI is the best tool out there. 8. ResearchRabbit ResearchRabbit is heavily used by researchers for literature search and review. It allows you to search through papers and visualize them interactively. You can visualize citations among networks of papers, and find authors neatly. You can create a collection of research papers, and ResearchRabbit learns from your preferences and improves its recommendation engine. Not only that, it also has Zotero integration, which means you can easily manage your existing research materials. 9. Connected Papers Connected Papers is not an AI tool per se, but it's incredibly useful for researchers. It helps students discover new and relevant academic papers that might be under the radar. This is done through a visual graph of papers, showing a starting point and connections based on similarity. You can see the trends and find where the research area is heading using this platform. On top of that, along the connected points, you can also find important research papers to stay updated on emerging trends. If you are doing literature review, Connected Papers is an impressive tool you must use. 10. ChatGPT and Perplexity Although ChatGPT and Perplexity are general-purpose AI chatbots, you can use them for research purposes as well. The ChatGPT API is particularly used by many research AI tools to generate summaries, key insights, and more. ChatGPT lets you upload files, and it can also connect to the internet to find the latest papers on a research subject. And the best part is that now you can use all these features for free. Perplexity, on the other hand, is very good at combing through the internet and finding relevant information on any subject. It cites sources from where it collates the information, which can be pretty useful for researchers. I would suggest getting the paid Perplexity Pro subscription if you intend to do heavy research. The free plan tends to hallucinate a bit. So these are the best AI tools for research that students and researchers can check out. Most of the tools are free while some are paid ones. If you want to check out more free AI tools for various use cases, go through our linked article. And if we have missed out on your favorite AI tool for research work, let us know in the comments below.

Beebom

Thu, 25 Jul, 2:00 PM UTC

Sakana's The AI Scientist makes academic papers easier and surprisingly cheaper

Sakana AI has introduced something truly groundbreaking: The AI Scientist. Think of it as a research assistant that can come up with ideas, run experiments, write papers, and review the results -- all on its own. The AI Scientist uses advanced technology to make sure research is original, thorough, and accurate. It helps scientists by designing experiments, gathering data, and even writing up the findings in a professional format. So far, The AI Scientist has tackled projects in areas like machine learning, from improving how models handle data to making them more efficient. It's also cost-effective, with each paper costing around $15, which could make high-quality research more accessible to many researchers and institutions. Sounds interesting? Here are all the details... The AI Scientist is an advanced system that autonomously handles research tasks from start to finish. This includes generating research ideas, running experiments, writing papers, and even reviewing the results. The AI Scientist begins with a research topic or existing code. From this starting point, it brainstorms new ideas using advanced language models. It checks current research to make sure these ideas are original and valuable, so it doesn't duplicate what's already been done. Once it has promising ideas, The AI Scientist designs and conducts experiments to test them. It sets up experiments, collects data, and creates charts and graphs to show the results. Everything from the setup to the results is carefully recorded, giving a clear picture of what was done and found. After completing the experiments, The AI Scientist writes up the research findings. It drafts a paper in LaTeX, a format commonly used for scientific papers. The system also finds and cites other relevant studies to support its findings, ensuring that the paper is well-supported and follows academic standards. Once the paper is written, The AI Scientist reviews it to check for quality and accuracy. This internal review process looks for mistakes and ensures that the paper clearly presents the research. The feedback helps improve the paper and guides future research, creating a cycle of continuous improvement. The AI Scientist has already been applied to various areas within machine learning, such as: "We explore how reinforcement learning (RL) can be applied to dynamically adjust the learning rate during transformer model training. The goal is to improve training efficiency and model performance by automatically tuning the learning rate based on training progress. This task is challenging because the training process is non-stationary, requiring a robust method to balance exploration and exploitation when adjusting the learning rate. We propose a Q-learning-based approach that uses validation loss and the current learning rate as state variables to optimize the learning rate. Our experiments with various datasets, including shakespeare_char, enwik8, and text8, show that RL-based learning rate adaptation results in faster convergence and better final performance compared to traditional methods." -The AI Scientist Each paper produced by The AI Scientist costs around $15, making it an affordable tool for scientific research. This cost efficiency could make advanced research more accessible to a wider range of researchers and institutions. The AI Scientist faces several challenges: For more details, Sakana AI has released a full scientific report and open-source code on their GitHub repository, providing insights into how The AI Scientist works and its potential impact on the research community.

Dataconomy

Thu, 22 Aug, 4:06 PM UTC

How Cactus is helping non-English researchers finish their papers with an AI touch

Founder Abhishek Goel says their tools understand the intricacies of academic writing, ensuring precise language corrections without changing references, equations, technical terminologies. During an exchange program by non-profit firm AIESEC to Japan in 2001, Abhishek Goel was approached by a researcher from the University of Tokyo who sought help with his manuscript. The latter was not a native English speaker and was concerned about ensuring his manuscript met the rigorous standards of international journals in grammar, syntax and clarity. The conversation made Goel realise a larger gap in the academic publishing world, and he saw this as an opportunity to support researchers reach their full potential regardless of language and other barriers. In 2002, he launched Editage, an editing company, to assist researchers worldwide overcome language barriers and navigate the complex landscape of academic publishing in English. "Over the years, we have evolved into a leading global science communication and technology company dedicated to advancing the scientific research ecosystem through innovation and technology. Our objective is grounded in the end-to-end facilitation of research publication, communication, funding and discovery through cutting-edge AI products and solutions," he says. Editage is now Cactus Communications, and it collaborates with universities, academic publishers and research organisations by offering an ecosystem designed to help researchers at every step of their journey -- from discovery to publication -- in science communication. Over the past two decades, Cactus Communications has supported researchers with scientific, technical, and medical (STM) expertise. "We have served more than 900,000 clients across 1,100 research fields, spanning 192 countries, helping to advance their scientific pursuits. Through our flagship brand Editage, we have assisted over 500,000 researchers from more than 192 countries successfully publish their work," says Goel, the co-founder and CEO. The company has also built various AI-powered tools. One of them is Paperpal, an AI-based writing assistant that enables authors to produce high-quality manuscripts more effectively by providing real-time language and grammar correction, science-based insights, predictive text suggestions, paraphrasing, translation and checks for plagiarism and submission readiness. This tool surpassed one million users globally within 18 months of its launch. Goel says the tool understands the intricacies of academic writing, ensuring precise language corrections without changing references, equations, technical terminologies. Another tool is Paperpal Preflight for Editorial Desk that assists publishers and journal editors evaluate submissions for language and technical quality. "It also performs 40 checks for research integrity to assist editorial teams. Importantly, this AI-powered tool is designed to enhance the editorial workflows, complementing the work of editors without replacing them," he says. Cactus also has an AI-powered literature search and research reading platform called R Discovery that accelerates research discovery. The CEO explains that R Discovery provides researchers with instant access to relevant research, from a vast repository of academic articles, including peer-reviewed, open access content sourced from trusted aggregators and prestigious publishing houses. "Using a proprietary algorithm, it learns from users' reading preferences and habits, adjusting searches to recommend the most relevant and summarised research, thereby optimising their time to focus on other crucial aspects of research," he says. Over the years, Cactus has established 50+ partnerships across the academic ecosystem including with Wiley, Taylor & Francis, Elsevier, Wolters Kluwer Health, Sage Publications, and the Royal Society of Chemistry.

Economic Times

Mon, 2 Sept, 6:01 AM UTC

Clarivate Unveils Generative AI-Powered Web of Science Research Assistant

Clarivate, a global leader in analytics and insights, has launched a new generative AI-powered research assistant for its Web of Science platform, aiming to revolutionize the way researchers interact with scientific literature.

2 Sources

Wed, 4 Sept, 4:06 PM UTC

Digital Science unveils Papers Pro: Revolutionizing scholarly research with advanced AI-powered features

LONDON, Sept. 04, 2024 (GLOBE NEWSWIRE) -- Digital Science today announces the launch of Papers Pro, an AI-enhanced premium version of its acclaimed reference manager, Papers. As part of the ReadCube suite of literature solutions, Papers Pro is designed to make researchers and students more productive in their daily tasks by integrating cutting-edge AI tools to transform how they discover, organize, read, annotate, share and cite research materials. Search and discovery has always been a core part of the Papers workflow. The launch of Papers Pro introduces new search capabilities, powered by Dimensions, one of the world's largest linked research databases, to help researchers find relevant content faster than ever before, including AI querying capabilities. Papers Pro also includes a host of advanced AI-based features, enabling users to craft better search strategies, create natural-language-based filters, uncover insights, and bridge knowledge gaps with unprecedented ease in a private environment. The new AI Assistant allows for seamless interaction with articles stored in the user's library. The new Chat with PDF capability is also integrated within the Dimensions web experience. "Papers Pro is set to redefine how researchers and small teams interact with scholarly content," said Robert McGrath, Co-founder & CEO of ReadCube. "By seamlessly integrating the power of Dimensions search with rich AI-driven workflow capabilities in Papers Pro, we're empowering users to work smarter, faster, and more effectively. The AI Assistant and AI-powered search available via Papers Pro make it easier than ever to conduct in-depth analysis, spot trends, and explore unfamiliar fields in a private and secure way across all your content in your library." Dr Daniel Hook, CEO of Digital Science, said: "We believe that research is the most powerful instrument humanity has at hand to make society better for all. While the potential of AI is widely acknowledged, it is not yet embedded into research processes, and for this to be done responsibly careful thought is needed. At Digital Science, our approach has been to augment existing workflows with AI while ensuring end-to-end transparency - so the user can check and see what is happening at every stage. Given the importance of reproducibility and integrity across all research, researchers have to be able to trust their tools, not only aim for greater efficiency." Tailored solutions for researchers The completely refreshed interface reflects considerable user research and feedback. Every detail has been carefully considered in how to improve Papers Essentials and extend what's possible with Papers Pro, enhancing each stage of the research workflow through a powerful, intuitive user experience. Key features include: Intuitive interface - new design makes navigation through the library and discovery tools faster and more intuitiveThe AI Assistant - Chat with PDF feature helps spot trends and identify research gapsEnhanced search - with access to data spanning more than 150 million publications through DimensionsExpanded file type storage - securely store and sync a variety of file formats, not just PDFsEnhanced collaboration - up to 15 shared libraries, among teams of up to 25 with transferable seats Professor Lisa Janicke Hinchliffe (University of Illinois at Urbana-Champaign) recently tested a beta version of the Papers AI Assistant. She wrote in The Scholarly Kitchen: "I found that, not only did the Papers AI save me a great deal of time by providing me with an overview annotated with links to specific sections of the text, it also often alerted me to places in the text where my topic of interest was conceptually discussed without the use of the specific keywords I would have searched. Most valuable to me is that Papers operates outside the confines of a particular content platform. Acquire or make a PDF, add it to your Papers library, and the text can be interrogated." Discover in Dimensions, Chat in Papers Pro A simple yet powerful new Chat with PDF feature integrated with Papers Pro extends the discovery experience in Dimensions. Once an article has been discovered in Dimensions, the user can click to engage Papers Pro AI features to chat with the PDF in order to: Screen papers quicklyGet specific answers to detailed questionsAccelerate insights Papers Pro with AI Assistant, alongside Dimensions and its Chat with PDF function, are available immediately. Dimensions users who don't yet have a Papers account can set up a 30-day trial to experience all that Papers has to offer. Sign up for a free 30-day trial of Papers Pro or click on Chat with PDF from within Dimensions to try the integration with Papers. About Papers by ReadCube Part of Digital Science, ReadCube is a leader in scalable literature management solutions enhancing research driven teams by transforming the way scholarly literature is accessed, organized, reviewed, shared, and monitored. Information overload and outdated workflows can impede progress and grind innovation to a halt. ReadCube's adaptive literature management solutions, including Papers reference manager, have helped millions of individuals and organizations get back to the breakthrough work that matters most. Visit papersapp.com and follow ReadCube on LinkedIn. About Dimensions Part of Digital Science, Dimensions is among the world's largest linked research database and data infrastructure providers, re-imagining research discovery with access to grants, publications, clinical trials, patents and policy documents all in one place. dimensions.ai. Follow @DSDimensions on X and LinkedIn. About Digital Science Digital Science is an AI-focused technology company providing innovative solutions to complex challenges faced by researchers, universities, funders, industry and publishers. We work in partnership to advance global research for the benefit of society. Through our brands - Altmetric, Dimensions, Figshare, IFI CLAIMS Patent Services, metaphacts, OntoChem, Overleaf, ReadCube, Scismic, Symplectic, and Writefull - we believe when we solve problems together, we drive progress for all. Visit digital-science.com and follow @digitalsci on X or on LinkedIn. Media contacts Simon Linacre, Head of Content, Brand & Press, Digital Science: Mobile +44 7484 381477, s.linacre@digital-science.com David Ellis, Press, PR & Social Manager, Digital Science: Mobile +61 447 783 023, d.ellis@digital-science.com Market News and Data brought to you by Benzinga APIs

Benzinga

Wed, 4 Sept, 2:10 PM UTC

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