Zhi-Fang Sui

Most-cited papers

Large Language Models are not Fair Evaluators
Peiyi Wang, Lei Li, Liang Chen, Ze-Fan Cai +7 more
2023Annual Meeting of the Association for Computational Linguistics1,438 citations Open access
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Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
Peiyi Wang, Lei Li, Zhihong Shao, Run-Xin Xu +5 more
2023Annual Meeting of the Association for Computational Linguistics1,282 citations
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DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Damai Dai, C. Deng, Cheng-Gang Zhao, R.-X. Xu +13 more
2024Annual Meeting of the Association for Computational Linguistics1,238 citations
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A Survey on In-context Learning
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng +6 more
2022Conference on Empirical Methods in Natural Language Processing1,220 citations Open access
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Knowledge Neurons in Pretrained Transformers
Damai Dai, Li Dong, Y. Hao, Zhi-Fang Sui +2 more
2021Annual Meeting of the Association for Computational Linguistics795 citations Open access
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Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers
Damai Dai, Yutao Sun, Li Dong, Y. Hao +3 more
2023Annual Meeting of the Association for Computational Linguistics425 citations Open access
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A Survey for In-context Learning
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng +6 more
2023arXiv.org407 citations
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Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
Heming Xia, Zhe Yang, Qingxiu Dong, Pei-Yi Wang +5 more
2024Annual Meeting of the Association for Computational Linguistics356 citations
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Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers
Damai Dai, Yutao Sun, Li Dong, Y. Hao +3 more
2022267 citations
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CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li +24 more
2021Annual Meeting of the Association for Computational Linguistics264 citations Open access
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Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction
Lei Sha, Feng Qian, Baobao Chang, Zhi-Fang Sui
2018AAAI Conference on Artificial Intelligence261 citations Open access
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Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen +2 more
2022Conference on Empirical Methods in Natural Language Processing219 citations Open access
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A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
Tian-Yu Liu, Yi-Zhe Zhang, C. Brockett, Yi Mao +3 more
2021Annual Meeting of the Association for Computational Linguistics214 citations Open access
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A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang +3 more
2019International Joint Conference on Artificial Intelligence190 citations Open access
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StableMoE: Stable Routing Strategy for Mixture of Experts
Damai Dai, Li Dong, Shu-Ming Ma, Bo Zheng +3 more
2022Annual Meeting of the Association for Computational Linguistics136 citations Open access
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Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Haoran Li, Qingxiu Dong, Zheng-Yang Tang, Chaojun Wang +16 more
2024Trans. Mach. Learn. Res.124 citations
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Calibrating Factual Knowledge in Pretrained Language Models
Qingxiu Dong, Damai Dai, Yifan Song, Jing-Jing Xu +2 more
2022Conference on Empirical Methods in Natural Language Processing121 citations Open access
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Incorporating Glosses into Neural Word Sense Disambiguation
Fuli Luo, Tian-Yu Liu, Qiaolin Xia, Baobao Chang +1 more
2018Annual Meeting of the Association for Computational Linguistics107 citations Open access
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Making Large Language Models Better Reasoners with Alignment
Peiyi Wang, Lei Li, Liang Chen, Feifan Song +4 more
2023arXiv.org94 citations Open access
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XGPT: Cross-modal Generative Pre-Training for Image Captioning
Qiaolin Xia, Hao-Yang Huang, Nan Duan, Dong-Dong Zhang +6 more
2020Natural Language Processing and Chinese Computing86 citations Open access
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HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Zihan Wang, Peiyi Wang, Tianyu Liu, Bing-Huai Lin +3 more
2022Conference on Empirical Methods in Natural Language Processing80 citations Open access
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An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling
Peiyi Wang, Run-Xin Xu, Tianyu Liu, Qingyu Zhou +3 more
2021North American Chapter of the Association for Computational Linguistics75 citations Open access
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A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
Run-Xin Xu, Peiyi Wang, Tianyu Liu, Shuang Zeng +2 more
2022North American Chapter of the Association for Computational Linguistics69 citations Open access
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Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
Fuli Luo, Tian-Yu Liu, Zexue He, Qiaolin Xia +2 more
2018Conference on Empirical Methods in Natural Language Processing66 citations Open access
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Learning to Control the Fine-grained Sentiment for Story Ending Generation
Fuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu +3 more
2019Annual Meeting of the Association for Computational Linguistics54 citations Open access
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Towards Fine-grained Text Sentiment Transfer
Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou +4 more
2019Annual Meeting of the Association for Computational Linguistics47 citations Open access
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Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables
Tian-Yu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma +2 more
2019AAAI Conference on Artificial Intelligence45 citations Open access
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Building a Pediatric Medical Corpus: Word Segmentation and Named Entity Annotation
H. Zan, Wenxin Li, Kun-Li Zhang, Yajuan Ye +2 more
2020Chinese Lexical Semantics43 citations
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Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
Tian-Yu Liu, Xin Zheng, Bao-Bao Chang, Zhi-Fang Sui
2021AAAI Conference on Artificial Intelligence38 citations Open access
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Can Large Multimodal Models Uncover Deep Semantics Behind Images?
Yi-Xin Yang, Zheng Li, Qingxiu Dong, Heming Xia +1 more
2024Annual Meeting of the Association for Computational Linguistics37 citations
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Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Peiyi Wang, Yifan Song, Tianyu Liu, Bing-Huai Lin +3 more
2022Conference on Empirical Methods in Natural Language Processing36 citations Open access
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Pun-GAN: Generative Adversarial Network for Pun Generation
Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li +3 more
2019Conference on Empirical Methods in Natural Language Processing35 citations Open access
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Language Models Encode the Value of Numbers Linearly
Fangwei Zhu, Damai Dai, Zhi-Fang Sui
2024International Conference on Computational Linguistics29 citations
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An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference
Tian-Yu Liu, Xin Zheng, Xiaoan Ding, Bao-Bao Chang +1 more
2020Conference on Computational Natural Language Learning26 citations Open access
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Neural Knowledge Bank for Pretrained Transformers
Damai Dai, Wen-Jie Jiang, Qingxiu Dong, Y. Lyu +2 more
2022Natural Language Processing and Chinese Computing25 citations Open access
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HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
Tian-Yu Liu, Xin Zheng, Bao-Bao Chang, Zhi-Fang Sui
2020International Conference on Language Resources and Evaluation25 citations
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Towards Comprehensive Description Generation from Factual Attribute-value Tables
Tianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu +2 more
2019Annual Meeting of the Association for Computational Linguistics24 citations Open access
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Enhancing Continual Relation Extraction via Classifier Decomposition
Heming Xia, Peiyi Wang, Tianyu Liu, Bing-Huai Lin +2 more
2023Annual Meeting of the Association for Computational Linguistics23 citations Open access
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Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion
Shao-Xiang Wu, Damai Dai, Ziwei Qin, Tianyu Liu +3 more
2023Annual Meeting of the Association for Computational Linguistics23 citations Open access
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CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao +31 more
2021arXiv.org23 citations
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EventWiki: A Knowledge Base of Major Events
Tao Ge, Lei Cui, Baobao Chang, Zhi-Fang Sui +2 more
2018International Conference on Language Resources and Evaluation21 citations
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Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning
Qiaolin Xia, Peng Jiang, Fei Sun, Yi Zhang +2 more
2018International Conference on Information and Knowledge Management21 citations
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PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization
Xiangdi Meng, Damai Dai, Weiyao Luo, Zhe Yang +6 more
2024arXiv.org20 citations
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Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang +3 more
2020Workshop on Representation Learning for NLP20 citations Open access
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Large Language Model for Science: A Study on P vs. NP
Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou +3 more
2023arXiv.org19 citations Open access
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A Roadmap for Big Model
Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng +96 more
2022arXiv.org17 citations Open access
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Hierarchical Curriculum Learning for AMR Parsing
Peiyi Wang, Liang Chen, Tianyu Liu, Damai Dai +3 more
2021Annual Meeting of the Association for Computational Linguistics17 citations Open access
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Multi-View Learning for Vision-and-Language Navigation
Qiaolin Xia, Xiu-Jun Li, Chunyuan Li, Yonatan Bisk +4 more
2020arXiv.org17 citations
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Learn to Not Link: Exploring NIL Prediction in Entity Linking
Fangwei Zhu, Ji-Fan Yu, Hailong Jin, Juan-Zi Li +2 more
2023Annual Meeting of the Association for Computational Linguistics16 citations Open access
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ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
Liang Chen, Peiyi Wang, Run-Xin Xu, Tianyu Liu +2 more
2022NAACL-HLT16 citations Open access
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