@inproceedings{deng-etal-2026-learning, title = "Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection", author = "Deng, Xinyan and Dong, Shoubin and Zheng, Xiaorou", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.acl-long.1067/", doi = "10.18653/v1/2026.acl-long.1067", pages = "23295--23309", ISBN = "979-8-89176-390-6" }