Beyond Single-Negative Preference: Multi-Negative DPO for LLM-Centric Historical Entity Linking

Tien Nam Nguyen, Emanuela Boros, Ahmed Hamdi +3

Large language models (LLMs) have recently shown promise for historical entity linking, but preference optimization for this task is often formulated with only one negative candida…