Sheng Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 55

Top Topics

Named Entity Recognition

Graph Transduction

Semantic Parsing

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
Offset Unlearning for Large Language Models. CoRR (2024)
Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn P. Rosé
DocLens: Multi-aspect Fine-grained Medical Text Evaluation. ACL (1) (2024)
Zelalem Gero, Chandan Singh, Yiqing Xie, Sheng Zhang, Tristan Naumann, Jianfeng Gao, Hoifung Poon
Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries. CoRR (2024)
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR (2024)
Robert Osazuwa Ness, Katie Matton, Hayden S. Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering. CoRR (2024)
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. ICLR (2024)
Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR (2024)
Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. CoRR (2024)
Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR (2024)
Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon
Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology. CoRR (2023)
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR (2023)
Sheng Zhang, Hao Cheng, Jianfeng Gao, Hoifung Poon
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning. ICLR (2023)
Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya V. Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland
Compositional Zero-Shot Domain Transfer with Text-to-Text Models. CoRR (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
Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing. CoRR (2023)
Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya V. Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland
Compositional Zero-Shot Domain Transfer with Text-to-Text Models. Trans. Assoc. Comput. Linguistics 11 (2023)
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) (2023)
Louis Blankemeier, Theodore Zhao, Robert Tinn, Sid Kiblawi, Yu Gu, Akshay Chaudhari, Hoifung Poon, Sheng Zhang, Mu Wei, Joseph Preston
Interactive Span Recommendation for Biomedical Text. ClinicalNLP@ACL (2023)
Yu Gu, Sheng Zhang, Naoto Usuyama, Yonas Woldesenbet, Cliff Wong, Praneeth Sanapathi, Mu Wei, Naveen Valluri, Erika Strandberg, Tristan Naumann, Hoifung Poon
Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events. CoRR (2023)
Hoifung Poon, Tristan Naumann, Sheng Zhang, Javier González Hernández
Precision Health in the Age of Large Language Models. KDD (2023)
Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu
BioGPT: generative pre-trained transformer for biomedical text generation and mining. Briefings Bioinform. 23 (6) (2022)
Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
Knowledge-Rich Self-Supervision for Biomedical Entity Linking. EMNLP (Findings) (2022)
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. CoRR (2022)
Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining. CoRR (2022)
Sheng Zhang, Hao Cheng, Jianfeng Gao, Hoifung Poon
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning. CoRR (2022)
Elias Stengel-Eskin, Kenton W. Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme
Joint Universal Syntactic and Semantic Parsing. Trans. Assoc. Comput. Linguistics 9 (2021)
Elias Stengel-Eskin, Kenton W. Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme
Joint Universal Syntactic and Semantic Parsing. CoRR (2021)
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme
Universal Decompositional Semantic Parsing. ACL (2020)
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Subrahmanyan Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
The Universal Decompositional Semantics Dataset and Decomp Toolkit. LREC (2020)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
Broad-Coverage Semantic Parsing as Transduction. EMNLP/IJCNLP (1) (2019)
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora
Deep Generalized Canonical Correlation Analysis. RepL4NLP@ACL (2019)
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Subrahmanyan Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
The Universal Decompositional Semantics Dataset and Decomp Toolkit. CoRR (2019)
Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. CoRR (2019)
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme
Transductive Parsing for Universal Decompositional Semantics. CoRR (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
Broad-Coverage Semantic Parsing as Transduction. CoRR (2019)
Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. NAACL-HLT (1) (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
AMR Parsing as Sequence-to-Graph Transduction. CoRR (2019)
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme
AMR Parsing as Sequence-to-Graph Transduction. ACL (1) (2019)
Sheng Zhang, Kevin Duh, Benjamin Van Durme
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds. *SEM@NAACL-HLT (2018)
Sheng Zhang, Kevin Duh, Benjamin Van Durme
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds. CoRR (2018)
Rachel Rudinger, Adam R. Teichert, Ryan Culkin, Sheng Zhang, Benjamin Van Durme
Neural-Davidsonian Semantic Proto-role Labeling. EMNLP (2018)
Hongyuan Mei, Sheng Zhang, Kevin Duh, Benjamin Van Durme
Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. CoRR (2018)
Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, Benjamin Van Durme
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension. CoRR (2018)
Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, Benjamin Van Durme
Cross-lingual Decompositional Semantic Parsing. EMNLP (2018)
Sheng Zhang, Kevin Duh, Benjamin Van Durme
Cross-lingual Semantic Parsing. CoRR (2018)
Rachel Rudinger, Adam R. Teichert, Ryan Culkin, Sheng Zhang, Benjamin Van Durme
Neural Davidsonian Semantic Proto-role Labeling. CoRR (2018)
Hongyuan Mei, Sheng Zhang, Kevin Duh, Benjamin Van Durme
Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. *SEM@NAACL-HLT (2018)
Sheng Zhang, Rachel Rudinger, Benjamin Van Durme
An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling. IWCS(2) (2017)
Sheng Zhang, Kevin Duh, Benjamin Van Durme
Selective Decoding for Cross-lingual Open Information Extraction. IJCNLP(1) (2017)
Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme
Ordinal Common-sense Inference. Trans. Assoc. Comput. Linguistics 5 (2017)
Sheng Zhang, Kevin Duh, Benjamin Van Durme
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models. EACL (2) (2017)
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora
Deep Generalized Canonical Correlation Analysis. CoRR (2017)
Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme
Ordinal Common-sense Inference. CoRR (2016)
Aaron Steven White, Dee Ann Reisinger, Keisuke Sakaguchi, Tim Vieira, Sheng Zhang, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme
Universal Decompositional Semantics on Universal Dependencies. EMNLP (2016)
Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. ACL (2) (2015)
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. AAAI (2015)
Kun Xu, Sheng Zhang, Yansong Feng, Dongyan Zhao
Answering Natural Language Questions via Phrasal Semantic Parsing. NLPCC (2014)