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cs.CL2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction
Yang Zhou, Shimin Shan, Hongkui Wei +2
Relation Extraction (RE) aims at recognizing the relation between pairs of entities mentioned in a text. Advances in LLMs have had a tremendous impact on NLP. In this work, we prop…
cs.CL2022★ 4 cited
None Class Ranking Loss for Document-Level Relation Extraction
Yang Zhou, Wee Sun Lee
Document-level relation extraction (RE) aims at extracting relations among entities expressed across multiple sentences, which can be viewed as a multi-label classification problem…