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Updated: Jan 9, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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Published on: June 13, 2025

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语言模型对生物医学基准标准中的药物名称具有惊人的脆弱性

Jack Gallifant1, Shan Chen2,3,4, Pedro Moreira1,5

  • 1MIT.

Findings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing
|December 4, 2025
PubMed
概括

大型语言模型 (LLM) 显示,当品牌药物被通用名称取代时,医疗问题答案任务的性能下降. 训练前数据集中的测试数据污染可能解释了这种脆弱性.

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