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  • jamesholden

    AI Tools for Research: Make Academic Writing Easier

    2024-07-04
    User-posted content

    Feeling overwhelmed by research for school projects? You’re not alone. Every student struggles with balancing assignments, exams, and projects. But guess what? AI tools are here to make research easier and faster!

    Imagine having an advanced research assistant that can sift through hundreds of papers, find the key info, and present it. Thanks to AI, this students’ dream is now a reality. These tools make academic research way more manageable.

    Whether you need help finding papers, summarizing articles, or staying updated in your field, there's an AI tools for that.

    Check out some of the best AI tools that will transform your research process and save you tons of time:

    1. Litmaps

    Key Feature: Enhanced research paper search engine for finding up to 20 related research papers based on one keyword.

    How to Use:

    1. Enter a keyword in the search bar.

    2. Select a research paper to serve as the seed article.

    3. View or download related papers.

    Bonus: Shows threads of related articles and allows you to share articles with peers. It also sends notifications when new articles on your topic are released.

    Limitation: The search results are limited to English-language papers only, which might not cover all relevant research globally.

    Litmaps offers an innovative way to discover new research. Imagine you're writing a paper on climate change. Enter your keyword, and Litmaps provides a list of relevant articles and visualizes the connections between them. This helps you see how research has developed over time and find trends or gaps in the field. The notification feature also keeps you updated with the latest publications.

    2. Scite

    Key Feature: High-level search engine for finding research papers based on keywords or questions.

    How to Use:

    1. Create a free account.

    2. Enter a keyword or research question.

    3. View the results and download full papers or use the provided extracts with citations.

    Bonus: Customize your search by author, year, topic, and more.

    Limitation: The free plan provides only one answer or citation from thousands available.

    Scite is a powerful tool for in-depth research. Its unique feature is the ability to see how often and in what context a paper has been cited. This can help you gauge the impact and credibility of a study. For instance, if you're researching renewable energy, you can find papers that not only support your thesis but also identify those that challenge it. This balanced view can strengthen your arguments and improve the quality of your work.

    3. Semantic Scholar

    Key Feature: AI-powered academic search engine that helps researchers find relevant information quickly.

    How to Use:

    1. Enter keywords or phrases related to your research topic.

    2. Use filters to narrow down results by field, publication year, and more.

    3. View abstracts and full papers to gather the information you need.

    Bonus: Provides citation graphs and influential citations to help you understand the impact of a paper.

    Limitation: Some newer or less-cited papers might not be indexed promptly, potentially missing recent advancements in your field.

    Semantic Scholar helps researchers quickly find the most relevant papers. It uses AI to understand the content and context of papers, making your search results more accurate. The citation graphs and influential citation features show how research is connected and help you identify key papers in your field.

    4. Scispace

    Key Feature: Combines features of Scite, Litmaps, and Chat with any PDF.

    How to Use:

    1. Enter a keyword or question.

    2. Explore multiple answers and related research papers.

    3. Upload your own research PDFs and interact with the content via the sidebar.

    Bonus:

    · Chrome extension for chatting with research papers online.

    · Explains concepts, tables, and more in research papers.

    Limitation: Versatile but not as specialized in any one function.

    Scispace is like having a research assistant right at your fingertips. It combines many functions into one platform, making it versatile. Whether you need to explore a new topic, find specific papers, or understand complex concepts within a paper, Scispace can help. The Chrome extension is especially useful for online research, allowing you to interact with papers directly within your browser.

    5. ResearchRabbit

    Key Feature: Literature discovery and recommendation tool that helps track research trends and find new papers.

    How to Use:

    1. Create a project and add initial papers or keywords.

    2. ResearchRabbit will recommend related papers and track updates in your research area.

    3. Collaborate with peers by sharing projects and recommended papers.

    Bonus: Visualizes research trends and helps you stay current with new publications.

    Limitation: The recommendations can sometimes be too broad, requiring additional manual filtering to find the most relevant papers.

    ResearchRabbit helps you find relevant papers and keeps you updated with the latest research in your field. By showing research trends, it lets you see how your topic is evolving and ensures you don't miss important developments.

    6. Elicit

    Key Feature: Offers detailed analysis of research papers, compares them, highlights important concepts, and summarizes top papers.

    How to Use:

    1. Select a function: analysis, concept identification, or paper summarization.

    2. Enter your keyword or question.

    3. View insights or full research papers based on the chosen function.

    Limitation: CSV file downloads of analyses are not available in the free plan.

    Bonus: Provides a collaborative workspace where you can share analyses and summaries with peers, making group research projects more efficient.

    Elicit is perfect for deep dives into specific topics. It can compare studies, highlight key concepts, and provide summaries on rare topics like AI in healthcare. This tool saves time and supports your research efforts, ensuring you don't miss out on important information.

    Conclusion

    These AI tools can save you time and effort on research projects. They can't replace your knowledge and creativity, but they can handle repetitive tasks. Try them out and see how they can improve your research process.

    With these tools, you can start your next project with a clear plan and easily find and use the information you need. Give them a try and see for yourself that research doesn't have to be boring and tiring!


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