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Fu-Yuan Wei

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#small language model Open access Sep 2026

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

This paper proposes SPO-PA, which combines self-correcting prompt optimization (SPO) and preference alignment (PA), which compares LLM predictions with reference annotations and applies source-specific constraints to these signals.

Fu-Yuan Wei, Wen-Zhong Yang, Tiquan Gu et al. · Journal of King Saud Univers... · 0 citations