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cs.CL2026
Hallucination Span Detection with Input-Side Evidence Alignment
Miyu Yamada, Yuki Arase
Hallucinations remain a major obstacle to the reliable use of large language models (LLMs) in conditional text generation. Existing methods primarily assess the factuality of an en…
cs.AI2026
Applicability Condition Extraction for Therapeutic Drug-Disease Relations
Guanting Luo, Noriki Nishida, Yuji Matsumoto +1
Identifying conditions that a certain drug takes therapeutic effect on a target disease is crucial for clinical decision-making support. However, most existing biomedical informati…