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Context-faithful Prompting for Large Language Models


Mar 20, 2023
Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

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* Code and data will be released at https://github.com/wzhouad/context-faithful-llm 

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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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BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction


Feb 16, 2023
Cai Yang, Addie Woicik, Hoifung Poon, Sheng Wang

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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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BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining


Oct 19, 2022
Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

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* Briefings in Bioinformatics, 2022;, bbac409 
* Published at Briefings in Bioinformatics. Code is available at https://github.com/microsoft/BioGPT 

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Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning


Aug 30, 2022
Sheng Zhang, Hao Cheng, Jianfeng Gao, 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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