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Research with Generative AI: Research Tools

Generative AI Research Tools

Best Uses

Uses

Tool

Translation

Useful for primary and secondary sources, translate into or out of English for best results

ChatGPT: copy and paste text, limited to 4,000 tokens

Searching for scholarly articles

Semantic scholar: use author, title, or DOI for searching; English-language focused; narrow book coverage; patents not included

Consensus: use question form for searching; only includes open access empirical/peer-reviewed research; science and social science focused

ChatGPT: refines a research question, determines subject terms, and suggests related terms; not suitable for finding actual publications

Elicit: Organizes sources by selected variable, summarizes findings, and provides key findings, the depth of the search suggests it might be helpful for systematic reviews/meta-analyses

Undermind: refines a research question and matches that question to sources, breaks sources up into categories, and provides a timeline and citation network, the depth of the search suggests it might be helpful for systematic reviews/meta-analyses

Citation tracing for literature reviews

Research Rabbit: only includes articles; sources mostly from academic journals

Litmaps: only includes articles

Ideation & Keywords

ChatGPT: create prompts for subtopics, organize/outline a paper, and brainstorm open data sources; request keywords and boolean search strings related to a specific research question; not suitable for producing citations; all content input into ChatGPT becomes useable by OpenAI

Elicit: suggests key concepts for topics based on scholarship found in search

Comprehension

Consensus: provides study snapshots with population, sample size, methods, and outcomes; synthesize feature provides summary of all results and offers consensus graph

NotebookLM: provides chat bot that answers questions based on uploaded sources; creates study guides, timelines, FAQs, briefing docs, and audio overviews