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cs.CL2026
Quantifying Hallucinations in Language Language Models on Medical Textbooks
Brandon C. Colelough, Davis Bartels, Dina Demner-Fushman
Hallucinations, the tendency for large language models to provide responses with factually incorrect and unsupported claims, is a serious problem within natural language processing…
cs.CL2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
Brandon Colelough, Davis Bartels, Dina Demner-Fushman
In this paper, we present an overview of ClinIQLink, a shared task, collocated with the 24th BioNLP workshop at ACL 2025, designed to stress-test large language models (LLMs) on me…