most citedPaperTrail: A Claim-Evidence Interface for Grounding Provenance in LLM-based Scholarly Q&A

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cs.HC2026★ 1 cited

An Expert Schema for Evaluating Large Language Model Errors in Scholarly Question-Answering Systems

Anna Martin-Boyle, William Humphreys, Martha Brown +2

Large Language Models (LLMs) are transforming scholarly tasks like search and summarization, but their reliability remains uncertain. Current evaluation metrics for testing LLM rel…

cs.HC2026★ 1 cited

PaperTrail: A Claim-Evidence Interface for Grounding Provenance in LLM-based Scholarly Q&A

Anna Martin-Boyle, Cara A. C. Leckey, Martha C. Brown +1

Large language models (LLMs) are increasingly used in scholarly question-answering (QA) systems to help researchers synthesize vast amounts of literature. However, these systems of…