Zihan Chen, Lei Shi, Weize Wu, Qiji Zhou, Yue Zhang. ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 25162-25176, Association for Computational Linguistics, 2025. [doi]
Abstract is missing.