作者位次 #5/14ACL 2026Findings· Findings of ACL
P ro UIE : A Macro-to-Micro Progressive Learning Method for LLM -based Universal Information Extraction
Wenda Liu · Song Zhigang · Shuai Nie · Guangyao Liu · Lisung Chen · Binyu Yang · Yaran Chen · Peng Zhou · Hongzhen Wang · Yuchen Liu · Wenyue Hu · Jiaming Xu · Runyu Shi · Ying Huang
摘要
LLM-based universal information extraction (UIE) methods often rely on additional information beyond the original training data, which increases training complexity yet often yields limited gains. To address this, we propose ProUIE, a Macro-to-Micro progressive learning approach that improves UIE...