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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Hong-Zhen Lv

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#small language model Open access Sep 2026

Document-level relation extraction via self-correcting prompt optimization and preference alignment

Document-level relation extraction (DocRE) finds relations across a whole document. It often needs evidence from several sentences. It also needs to link repeated entity mentions and follow multi-hop clues. Many large language model (LLM) based DocRE methods use fixed relation descriptions. They make little use of conf...

Fu-Yuan Wei, Wen-Zhong Yang, Tiquan Gu et al. · 0 citations

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