כתבה
arXiv cs.CL ·
MAPLE: סיכום רפואי עם רמת סיכוי פסאודו-אישית
MAPLE: Medical Aspect-Based Summarization with Phrase-Level Evidence
MAPLE היא ספריית סיכומים רפואיים שמספקת רמת סיכוי פסאודו-אישית לכל תביעה. היא כוללת 1,799 סיכומים עם שני רמות ראיות.
תקציר מקורי באנגליתarXiv:2601.03418v3 Announce Type: replace Abstract: Trustworthy clinical summarization requires every claim to be traceable to its evidence, yet existing attribution often resolves only to the sentence or document, leaving clinicians to scan surrounding text for the few words that matter. We argue that the unit of attribution should match the unit of verification: the precise phrase the reader's eye must land on. We present MAPLE (Medical Aspect-Based Summarization with Phrase-Level Evidence), a human-annotated benchmark that grounds each summarized claim in both cited sentences and contributory phrases within them. Spanning 152 randomized controlled trial (RCT) abstracts and 16 clinically motivated aspects, MAPLE comprises 1,799 aspect-based summaries with two-level evidence. We further i
קרא במקור המקורי
arxiv.org
פתח כתבה מקורית