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cs.CL2025
MedScore: Generalizable Factuality Evaluation of Free-Form Medical Answers by Domain-adapted Claim Decomposition and Verification
Heyuan Huang, Alexandra DeLucia, Vijay Murari Tiyyala +1
While Large Language Models (LLMs) can generate fluent and convincing responses, they are not necessarily correct. This is especially apparent in the popular decompose-then-verify…
cs.CL2025
Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer
Alexandra DeLucia, Mark Dredze
Abstractive multi-document summarization (MDS) is the task of automatically summarizing information in multiple documents, from news articles to conversations with multiple speaker…