@inproceedings{zhang-etal-2025-uw, title = "{UW}-{B}io{NLP} at {C}hemo{T}imelines 2025: Thinking, Fine-Tuning, and Dictionary-Enhanced {LLM} Systems for Chemotherapy Timeline Extraction", author = "Zhang, Tianmai M. and Sun, Zhaoyi and Zeng, Sihang and Li, Chenxi and Abernethy, Neil F. and Lam, Barbara D. and Xia, Fei and Yetisgen, Meliha", editor = "Ben Abacha, Asma and Bethard, Steven and Bitterman, Danielle and Naumann, Tristan and Roberts, Kirk", booktitle = "Proceedings of the 7th Clinical Natural Language Processing Workshop", month = oct, year = "2025", address = "Virtual", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.clinicalnlp-1.6/", pages = "40--56" }