LA-RL: Label-Aware Self-Reflection for Reinforcement Learning in Information Extraction

Xiao You, Tianwei Yan, Zixu Shan +2

Large language models show strong promise for information extraction (IE), but existing reflection-based correction methods are often misaligned with structured extraction outputs.…