CARE: Contextual Augmentation with Retrieval Enhancement for Relation Extraction in Large Language Models

Danjie Han, Heyan Huang, ShuMin Shi, Cunhan Guo, Xun Li, Yanghao Zhou, Changsen Yuan. CARE: Contextual Augmentation with Retrieval Enhancement for Relation Extraction in Large Language Models. In Xian-Ling Mao, Zhaochun Ren, Muyun Yang, editors, Natural Language Processing and Chinese Computing - 14th National CCF Conference, NLPCC 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part I. Volume 16102 of Lecture Notes in Computer Science, pages 251-264, Springer, 2025. [doi]

Abstract

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