Facets, Taxonomies, and Syntheses: Navigating Structured Representations in LLM-Assisted Literature Review

Raymond Fok·Joseph Chee Chang·Marissa Radensky
ArXiv·2025·2 citations

TLDRDimInd is an interactive system that scaffolds literature review across large paper collections through LLM-generated structured representations through LLM-generated structured representations and supported participants in extracting information and conceptually organizing papers with less effort compared to a ChatGPT-assisted baseline workflow.

How do people cite this paper?

(generated 20 days ago)

DimInd's characterization of the iterative, human-driven process of schema creation during literature review has motivated new LLM-based editing techniques for open-ended schema induction, and the system has been situated within the broader landscape of structured literature synthesis approaches.

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Facets, Taxonomies, and Syntheses: Navigating Structured Representations in LLM-Assisted Literature Review

Raymond Fok·Joseph Chee Chang·Marissa Radensky
ArXiv·2025·2 citations

TLDRDimInd is an interactive system that scaffolds literature review across large paper collections through LLM-generated structured representations through LLM-generated structured representations and supported participants in extracting information and conceptually organizing papers with less effort compared to a ChatGPT-assisted baseline workflow.

How do people cite this paper?

(generated 20 days ago)

DimInd's characterization of the iterative, human-driven process of schema creation during literature review has motivated new LLM-based editing techniques for open-ended schema induction, and the system has been situated within the broader landscape of structured literature synthesis approaches.

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