Harness updating is not harness benefit: Disentangling evolution capabilities in self-evolving llm agents

Minhua Lin, Juncheng Wu, Zijun Wang, Zhan Shi, Yisi Sang, Bing He, Zewen Liu, Tianxin Wei, Zongyu Wu, Zhiwei Zhang, Dakuo Wang, xiang zhang, Benoit Dumoulin, Cihang Xie, Yuyin Zhou, Suhang Wang, Hanqing Lu
October 2026
ACL Anthology arXiv
Type
Conference paper
Publication
Conference on Empirical Methods in Natural Language Processing (EMNLP)
LLMs and AI Agents
Dakuo Wang
Dakuo Wang
Associate Professor

My research interests include human-computer interaction, human-AI collaboration, natural language processing, health informatics, data science, and computer-supported cooperative work.

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