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Cut the Clutter: Find the Right Research Papers Fast with AI

Dr. Lyndon WalkerEnglishLiterature reviewFind research papers with AI

TL;DR

1-min read

Database searches can return thousands of results, most only loosely related to your question. In this hands-on tutorial, Dr Lyndon Walker, Senior Education Researcher at the Royal Australian College of General Practitioners with a PhD in statistics, shows how to use SciSpace to cut through that volume and reach the papers that matter. Through live demonstrations, he shares search strategies for discovering relevant research more efficiently. It is aimed at researchers and PhD students who spend too long sifting results.

Key takeaways

  • SciSpace can streamline the discovery stage, where many projects stall, so you reach relevant papers sooner.
  • Start from a clearly worded research question and identify key terms and synonyms before searching.
  • AI-powered search that understands natural-language questions helps surface key papers on your topic more quickly.
  • Review the most relevant and most cited results first, then follow their references and citing papers, refining queries as you learn the field's vocabulary.
  • AI search is a strong starting point but not a guarantee of completeness: confirm papers exist and are peer reviewed where it matters, and cross-check with established databases for systematic searches.
  • The live demo shows what a fast, practical discovery workflow looks like from query to a shortlist of useful papers.
Apply it

To apply this, write your research question in plain language, run it in SciSpace search, save the strongest results into a library and use their references to extend your list.

How to do it

  1. Write your question in plain language

    State your research question clearly and note key terms and synonyms before searching.

  2. Run it in SciSpace search

    Enter the question in SciSpace's AI-powered search, which understands natural language, to find research papers fast with AI.

  3. Review top and most cited results

    Start with the most relevant and most cited results to narrow a large result set to the most useful studies.

  4. Save the strongest results to a library

    Add the best papers to a library so your shortlist stays in one place.

  5. Extend your list through references

    Follow the references and citing papers of your strongest results, refining queries as you learn the field's vocabulary.

  6. Confirm completeness and quality

    Confirm papers exist and are peer reviewed where it matters, and cross-check with established databases for systematic searches.

Watch the tutorial57 min

Find the Right Research Papers Fast with AI SearchPlay video: Find the Right Research Papers Fast with AI Search

Chapters

  1. Welcome, agenda and speaker introduction
  2. How literature search evolved from library stacks to databases
  3. Google Scholar vs AI search: keywords vs research questions
  4. What is SciSpace? Tour of its AI research tools
  5. How to narrow a broad research area with SciSpace Find Topics
  6. How to find a thesis niche by brainstorming with AI
  7. How to do an AI literature search in SciSpace
  8. Standard vs High Quality search results compared
  9. What is SciSpace Deep Review? Live deep research demo
  10. How to answer Deep Review's clarifying questions
  11. How SciSpace AI literature search works: Standard, High Quality and Deep Review
  12. How to filter AI search results: open access, PDF, top journals, year
  13. How to extract methods, results and limitations into a table
  14. How to create a custom AI column with your own prompt
  15. Chat with PDF: ask questions about a research paper
  16. How to get AI to explain tables and equations in a paper
  17. Q&A: top journals, connected papers and year filters
  18. How to export references to BibTeX, RIS, CSV or Excel
  19. Write in SciSpace notebooks and switch citation styles
  20. Is it OK to use AI in academic writing? Avoiding plagiarism
  21. Are AI-generated references accurate? Verify them

Try this on SciSpace

Frequently asked questions

How can I find relevant research papers faster?

Start with a clearly worded research question, identify key terms and synonyms, and use AI search tools that understand natural-language questions. Review the most relevant and most cited results first, then follow their references and citing papers. Refine your query as you learn the field's vocabulary, and save useful papers into an organised library.

Are AI search tools reliable for academic research?

They are useful for discovery but should be combined with careful checking. Confirm that each paper exists and is peer reviewed where that matters, read abstracts and key sections yourself, and cross-check with established databases for comprehensive or systematic searches. AI search is a strong starting point, not a guarantee of completeness.

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