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What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization


May 12, 2023
Griffin Adams, Bichlien H Nguyen, Jake Smith, Yingce Xia, Shufang Xie, Anna Ostropolets, Budhaditya Deb, Yuan-Jyue Chen, Tristan Naumann, Noémie Elhadad

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* ACL 2023 

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Compositional Zero-Shot Domain Transfer with Text-to-Text Models


Mar 23, 2023
Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland

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* Accepted at TACL, pre-MIT Press publication version. 16 pages, 4 figures 

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Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing


Mar 02, 2023
Sheng Zhang, Yanbo Xu, Naoto Usuyama, Jaspreet Bagga, Robert Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Matthew P. Lungren, Tristan Naumann, Hoifung Poon

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* The models will be released soon at https://aka.ms/biomedclip 

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Continual Contrastive Finetuning Improves Low-Resource Relation Extraction


Dec 21, 2022
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon

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Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing


Apr 21, 2022
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel C. Castro, Anton Schwaighofer, Stephanie Hyland, Maria Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez-Valle, Hoifung Poon, Ozan Oktay

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Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision


Mar 20, 2022
Sam Preston, Mu Wei, Rajesh Rao, Robert Tinn, Naoto Usuyama, Michael Lucas, Roshanthi Weerasinghe, Soohee Lee, Brian Piening, Paul Tittel, Naveen Valluri, Tristan Naumann, Carlo Bifulco, Hoifung Poon

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Knowledge-Rich Self-Supervised Entity Linking


Dec 15, 2021
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

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Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing


Dec 15, 2021
Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

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Modular Self-Supervision for Document-Level Relation Extraction


Sep 11, 2021
Sheng Zhang, Cliff Wong, Naoto Usuyama, Sarthak Jain, Tristan Naumann, Hoifung Poon

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* EMNLP 2021 

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Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature


Jun 25, 2021
Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon

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