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2025	MedScaleRE-PF: a prompt-based framework with retrieval-augmented generation, chain-of-thought, and self-verification for scale-specific relation extraction in Chinese medical literature Information Processing & Management Zhenli Chen, Jie Hao, Haixia Sun, Liang Zhao, Jiao Li, Qing Qian, Qinglong Peng, Xuwen Wang, Shan Cong, Liu Shen, Zhen Guo, Siyue Pu, Yan Lin
2025	Pattern-Based Prompting for Accurate Extraction of Ontology Assertional (A-box) Axioms Using LLMs for Ontology Population Procedia Computer Science R. Shyama, I. Wilson, Athula Ginige, Jeevani Goonetillake
2025	SDZRE: A semantic distillation method for zero-shot relation extraction Expert Systems with Applications Yuanjie Zhou, Ling Lu, Hengguang Li, Xiaoyang Liu, Dan Huang, Yinong Chen
2025	Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval Wanli Li, Tieyun Qian, Yi Song, Zeyu Zhang, Jiawei Li, Zhuang Chen, Lixin Zou
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