@inproceedings{zhao-etal-2026-agenttac, title = "{A}gent{TAC}: Mining Temporal Action-Context Error Patterns from Agent Traces", author = "Zhao, Chenchen and Chen, Muxi and Shu, Jianhai and Zhang, Zhaohua and Jiang, Wenyu and Jiang, Tianwen and Deng, Hexuan and Zhu, Sa and Yang, Haolin and Zhu, Geyuan and Yang, Cheng and Xiao, Qiuyong and Zhuo, Jianhuan and Zhang, Jihong and Xu, Qiang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1637/", pages = "37202--37222", ISBN = "979-8-89176-459-0" }