Zhuosheng Zhang

Most-cited papers

Automatic Chain of Thought Prompting in Large Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li, Alexander J. Smola
2022International Conference on Learning Representations1,066 citations
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Multimodal Chain-of-Thought Reasoning in Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao +2 more
2023Trans. Mach. Learn. Res.979 citations Open access
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Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen +2 more
2023Conference on Empirical Methods in Natural Language Processing898 citations Open access
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MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Xiangru Tang, An-Ni Zou, Zhuosheng Zhang, Zi-Ming Li +4 more
2023Annual Meeting of the Association for Computational Linguistics557 citations
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Semantics-aware BERT for Language Understanding
Zhuosheng Zhang, Yuwei Wu, Zhao Hai, Z. Li +3 more
2019AAAI Conference on Artificial Intelligence409 citations Open access
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Retrospective Reader for Machine Reading Comprehension
Zhuosheng Zhang, Junjie Yang, Hai Zhao
2020AAAI Conference on Artificial Intelligence241 citations Open access
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You Only Look at Screens: Multimodal Chain-of-Action Agents
Zhuosheng Zhang, Aston Zhang
2023Annual Meeting of the Association for Computational Linguistics217 citations Open access
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SG-Net: Syntax-Guided Machine Reading Comprehension
Zhuosheng Zhang, Yuwei Wu, Jun-Ru Zhou, Sufeng Duan +2 more
2019AAAI Conference on Artificial Intelligence197 citations Open access
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Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
Yiming Wang, Zhuosheng Zhang, Rui Wang
2023Annual Meeting of the Association for Computational Linguistics149 citations Open access
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Dual Co-Matching Network for Multi-choice Reading Comprehension
Shuailiang Zhang, Zhao Hai, Yuwei Wu, Zhuosheng Zhang +2 more
2019AAAI Conference on Artificial Intelligence142 citations Open access
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Igniting Language Intelligence: The Hitchhiker’s Guide from Chain-of-Thought Reasoning to Language Agents
Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang +7 more
2023ACM Computing Surveys126 citations Open access
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Neural Machine Translation with Universal Visual Representation
Zhuosheng Zhang, Kehai Chen, Rui Wang, M. Utiyama +3 more
2020International Conference on Learning Representations124 citations
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Exploring Human-Like Translation Strategy with Large Language Models
Zhiwei He, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang +5 more
2023Transactions of the Association for Computational Linguistics121 citations Open access
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Dependency or Span, End-to-End Uniform Semantic Role Labeling
Z. Li, Shexia He, Zhao Hai, Yiqing Zhang +3 more
2019AAAI Conference on Artificial Intelligence99 citations Open access
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Topic-Aware Multi-turn Dialogue Modeling
Yi Xu, Hai Zhao, Zhuosheng Zhang
2020AAAI Conference on Artificial Intelligence97 citations Open access
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Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese
Zhuosheng Zhang, Hanqing Zhang, Keming Chen, Yu-Hang Guo +3 more
2021arXiv.org89 citations
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CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
Xin-Bei Ma, Zhuosheng Zhang, Hai Zhao
2024Annual Meeting of the Association for Computational Linguistics86 citations Open access
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Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
Junlong Li, Jin-Yuan Wang, Zhuosheng Zhang, Hai Zhao
2022North American Chapter of the Association for Computational Linguistics76 citations Open access
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Data-dependent Gaussian Prior Objective for Language Generation
Z. Li, Rui Wang, Kehai Chen, M. Utiyama +3 more
2020International Conference on Learning Representations70 citations
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Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions
Xin-Bei Ma, Yi-Ting Wang, Yao Yao, Tong-Xin Yuan +3 more
2024Annual Meeting of the Association for Computational Linguistics69 citations
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Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond
Zhuosheng Zhang, Hai Zhao, Rui Wang
2020arXiv.org66 citations
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DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems
An-Ni Zou, Wen-Hao Yu, Hong-Ming Zhang, Kai-Xin Ma +4 more
2024Proceedings of the 4th International Workshop on Knowledge-Augmented Methods for Natural Language Processing63 citations
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Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue
Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou +1 more
2020AAAI Conference on Artificial Intelligence57 citations Open access
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Text Compression-Aided Transformer Encoding
Z. Li, Zhuosheng Zhang, Hai Zhao, Rui Wang +3 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence54 citations Open access
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SG-Net: Syntax Guided Transformer for Language Representation
Zhuosheng Zhang, Yuwei Wu, Jun-Ru Zhou, Sufeng Duan +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence51 citations Open access
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LIMIT-BERT : Linguistics Informed Multi-Task BERT
Jun-Ru Zhou, Zhuosheng Zhang, Hai Zhao, Shuailiang Zhang
2020Findings48 citations Open access
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Dialogue Graph Modeling for Conversational Machine Reading
Siru Ouyang, Zhuosheng Zhang, Hai Zhao
2020Findings47 citations Open access
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Self-Prompting Large Language Models for Open-Domain QA
Junlong Li, Zhuosheng Zhang, Hai Zhao
2022arXiv.org44 citations Open access
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Enhanced Speaker-Aware Multi-Party Multi-Turn Dialogue Comprehension
Xin-Bei Ma, Zhuosheng Zhang, Hai Zhao
2021IEEE/ACM Transactions on Audio Speech and Language Processing40 citations Open access
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Universal Multimodal Representation for Language Understanding
Zhuosheng Zhang, Kehai Chen, Rui Wang, M. Utiyama +3 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence38 citations Open access
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DUMA: Reading Comprehension With Transposition Thinking
Pengfei Zhu, Zhuosheng Zhang, Hai Zhao, Xiao-Guang Li
2020IEEE/ACM Transactions on Audio Speech and Language Processing38 citations Open access
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LIMIT-BERT : Linguistic Informed Multi-Task BERT
Jun-Ru Zhou, Zhuosheng Zhang, Hai Zhao
2019arXiv.org37 citations
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Structural Pre-training for Dialogue Comprehension
Zhuosheng Zhang, Hai Zhao
2021Annual Meeting of the Association for Computational Linguistics34 citations Open access
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Learning Better Masking for Better Language Model Pre-training
Dongjie Yang, Zhuosheng Zhang, Hai Zhao
2022Annual Meeting of the Association for Computational Linguistics32 citations Open access
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Explicit Sentence Compression for Neural Machine Translation
Z. Li, Rui Wang, Kehai Chen, M. Utiyama +3 more
2019AAAI Conference on Artificial Intelligence32 citations Open access
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Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval
Wu Hong, Zhuosheng Zhang, Jin-Yuan Wang, Hai Zhao
2021Annual Meeting of the Association for Computational Linguistics30 citations Open access
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When SMILES Smiles, Practicality Judgment and Yield Prediction of Chemical Reaction via Deep Chemical Language Processing
Shu Jiang, Zhuosheng Zhang, Hai Zhao, Jiang-Tong Li +3 more
2021IEEE Access27 citations Open access
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Retrieval Augmentation for Commonsense Reasoning: A Unified Approach
W. Yu, Chenguang Zhu, Zhihan Zhang, Shuo-Hang Wang +3 more
2022Conference on Empirical Methods in Natural Language Processing26 citations Open access
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Advances in Multi-turn Dialogue Comprehension: A Survey
Zhuosheng Zhang, Hai Zhao
2021arXiv.org26 citations
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Multi-Turn Dialogue Reading Comprehension With Pivot Turns and Knowledge
Zhuosheng Zhang, Junlong Li, Hai Zhao
2021IEEE/ACM Transactions on Audio Speech and Language Processing25 citations Open access
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Multi-tasking Dialogue Comprehension with Discourse Parsing
Yuchen He, Zhuosheng Zhang, Hai Zhao
2021Pacific Asia Conference on Language, Information and Computation24 citations
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Structural Characterization for Dialogue Disentanglement
Xin-Bei Ma, Zhuosheng Zhang, Hai Zhao
2021Annual Meeting of the Association for Computational Linguistics23 citations Open access
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Task-specific Objectives of Pre-trained Language Models for Dialogue Adaptation
Junlong Li, Zhuosheng Zhang, Hai Zhao, Xi Zhou +1 more
2020arXiv.org23 citations
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Task Compass: Scaling Multi-task Pre-training with Task Prefix
Zhuosheng Zhang, Shuo Wang, Yi-Chong Xu, Yuwei Fang +5 more
2022Conference on Empirical Methods in Natural Language Processing22 citations Open access
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Fact-driven Logical Reasoning
Siru Ouyang, Zhuosheng Zhang, Hai Zhao
2021arXiv.org22 citations
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Graph-free Multi-hop Reading Comprehension: A Select-to-Guide Strategy
Bohong Wu, Zhuosheng Zhang, Hai Zhao
2021arXiv.org22 citations
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Rethinking Textual Adversarial Defense for Pre-Trained Language Models
Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang, Hai Zhao
2022IEEE/ACM Transactions on Audio Speech and Language Processing18 citations Open access
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Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification
An-Ni Zou, Zhuosheng Zhang, Hai Zhao
2023Annual Meeting of the Association for Computational Linguistics17 citations Open access
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SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing
Z. Li, Zhao Hai, Zhuosheng Zhang, Rui Wang +2 more
2019Conference on Computational Natural Language Learning17 citations Open access
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Comprehensive Cognitive LLM Agent for Smartphone GUI Automation
Xin-Bei Ma, Zhuosheng Zhang, Hai Zhao
2024arXiv.org16 citations
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