Publication Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events Yu Gu, Sheng Zhang, Naoto Usuyama, Yonas Woldesenbet, Cliff Wong, Praneeth Sanapathi, Mu Wei, Naveen Valluri, Erika Strandberg, Tristan Naumann, Hoifung Poon July 2023
Publication What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams, Bichlien Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Noémie Elhadad ACL 2023 | July 2023
Publication Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing Shruthi Bannur, Stephanie Hyland, Flora Liu, Fernando Pérez-García, Maximilian Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Teodora Wetscherek, Matthew Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | June 2023 Access Project
Publication LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao June 2023 Video Project
Publication Fine-tuning large neural language models for biomedical natural language processing Rob Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon Patterns | June 2023, Vol 4(4)
Publication Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon ACL 2023 | May 2023
Publication Self-Verification Improves Few-Shot Clinical Information Extraction Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon May 2023
Publication Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Briton Park, Tristan Naumann, A. Odisho, Bin Yu ICLR 2024 | May 2023
Publication Deep self-supervised learning for biosynthetic gene cluster detection and product classification Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin Kaichuang Yang PLOS Computational Biology | May 2023, Vol 19(5)
Publication From noise to protein with image models Ava P. Amini, Kevin Kaichuang Yang Nature Computational Science | May 2023, Vol 3: pp. 366-367
Research
Research