@inproceedings{hao-liu-2026-medaware, title = "{M}ed{A}ware at {MEDIQA}-{EVAL} 2026: Vision-Language Model Fine-Tuning with Logprob-Based Score Calibration for Medical Response Evaluation", author = "Hao, Ziqi and Liu, Pengbo", editor = "Ben Abacha, Asma and Bethard, Steven and Bitterman, Danielle and Naumann, Tristan and Roberts, Kirk", booktitle = "Proceedings of the 8th Workshop on Clinical Natural Language Processing (Clinical {NLP}) @ {LREC} 2026", month = may, year = "2026", address = "Palma, Mallorca (Spain)", publisher = "ELRA Language Resources Association (ELRA)", url = "https://aclanthology.org/2026.clinicalnlp-1.21/", doi = "10.63317/3pcaf428rnrm", pages = "192--199" }