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How Correct Is Your Answer? A Semantic Correctness Framework for Open QA Evaluation

Yotkova, Elitsa et al.
arXiv (All) · Papers
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computation-and-language
Reliable evaluation of open-ended question answering remains a bottleneck for measuring answer correctness of modern LLMs. Unlike multiple-choice tasks, free-form answers may be correct in many surface forms and may fail in qualitatively different ways, including incompleteness, contradiction, overg
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