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Qi Zhang 0001
Person information
- affiliation (PhD 2009): Fudan University, School of Computer Science, Shanghai Key Laboratory of Data Science, China
Other persons with the same name
- Qi Zhang — disambiguation page
- Qi Zhang 0002
— Sun Yat-sen University, School of Electronics and Information Technology, Guangzhou, China
- Qi Zhang 0003
— Shanghai University, School of Communication and Information Engineering, China (and 1 more)
- Qi Zhang 0004
— University of New South Wales, School of Civil and Environmental Engineering, Sydney, Australia (and 1 more)
- Qi Zhang 0005
— Peking University, College of Engineering, State Key Laboratory for Turbulence and Complex Systems, Beijing, China
- Qi Zhang 0006
— Nanjing University of Posts and Telecommunications, Department of Wireless Communication, China (and 2 more)
- Qi Zhang 0007
— Southeast University, School of Mechanical Engineering, Nanjing, China
- Qi Zhang 0008 — Amazon Inc., USA (and 2 more)
- Qi Zhang 0009
— IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA (and 1 more)
- Qi Zhang 0010
— Beijing Institute of Technology, School of Computer Science / State Key Laboratory of Cryptology, China
- Qi Zhang 0011 — Xi'an Jiatong University, School of Electronic and Information Engineering, State Key Laboratory for Manufacturing Systems Engineering, China
- Qi Zhang 0012 — Microsoft Corporation, Redmond, WA, USA
- Qi Zhang 0013
— Aarhus University, Department of Engineering, Denmark (and 1 more)
- Qi Zhang 0014
— Army Engineering University of PLA, National Key Laboratory on Electromagnetic Environmental Effects and Electro-Optical Engineering, Nanjing, China (and 1 more)
- Qi Zhang 0015
— University of Chinese Academy of Sciences, School of Artificial Intelligence, Beijing, China
- Qi Zhang 0016
— Carnegie Mellon University, Department of Chemical Engineering, Pittsburgh, PA, USA
- Qi Zhang 0017 — National University of Defense Technology, College of Information System and Management, Changsha, China
- Qi Zhang 0018 — Ocean University of China, Department of Computer Science and Technology, Qingdao, China
- Qi Zhang 0019
— Academy of Chinese Energy Strategy, China University of Petroleum, Beijing, China
- Qi Zhang 0020
— University of Technology Sydney, Australia (and 1 more)
- Qi Zhang 0021
— Beijing University of Posts and Telecommunications, Wireless Theories and Technologies Laboratory, Beijing, China
- Qi Zhang 0022
— Leiden University, Lorentz Institute for Theoretical Physics, Leiden, Netherlands (and 1 more)
- Qi Zhang 0023
— Illinois State University, School of Information Technology, Normal, IL, USA (and 1 more)
- Qi Zhang 0024 — Raytheon Space and Airborne Systems, El Segundo, CA, USA (and 1 more)
- Qi Zhang 0025 — University of North Carolina at Chapel Hill, Department of Computer Science, Chapel Hill, NC, USA
- Qi Zhang 0026 — Queen's University Belfast, UK
- Qi Zhang 0027 — Chinese Academy of Sciences, Shanghai Advanced Research Institute, China
- Qi Zhang 0028 — National University of Defense Technology, College of Computer, Changsha, China
- Qi Zhang 0029
— Tencent AI Lab, China (and 1 more)
- Qi Zhang 0030
— Northeastern University, School of Business Administration, Department of Information Management and Decision Sciences, Shenyang, China
- Qi Zhang 0031
— University of Macau, State Key Laboratory of Analog and Mixed-Signal VLSI, Macau
- Qi Zhang 0032
— Fudan University, School of Mathematical Scineces, Shanghai Key Laboratory for Contemporary Applied Mathematics, China
- Qi Zhang 0033
— National University of Defense Technology, College of Meteorology and Oceanography, Changsha, China
- Qi Zhang 0034
— Wuhan University, School of Remote Sensing and Information Engineering, China
- Qi Zhang 0035
— Xi'an Institute of High-Technology / Rocket Force University of Engineering, Department of Automation, China
- Qi Zhang 0036
— Shandong University, School of Control Science and Engineering, Jinan, China
- Qi Zhang 0037
— Shanghai Jiao Tong University, Department of Electronic Engineering, China
- Qi Zhang 0038
— University of South Carolina, SC, USA (and 2 more)
- Qi Zhang 0039
— Hong Kong Polytechnic University, Department of Electrical Engineering, Hong Kong
- Qi Zhang 0040
— Zhejiang A&F University, School of Environment and Resources Science, Hangzhou, China
- Qi Zhang 0041
— Shenzhen University, College of Computer Science and Software Engineering, China (and 1 more)
- Qi Zhang 0042
— Peking University, Institute of Digital Media, Beijing, China
- Qi Zhang 0043
— Beijing University of Posts and Telecommunications, State Key Laboratory of Information Photonics and Optical Communications, China
- Qi Zhang 0044
— Xi'an University of Technology, Department of Electrical Engineering, China (and 2 more)
- Qi Zhang 0045
— Fudan University, Department of Chemistry, Shanghai, China
- Qi Zhang 0046
— Nanjing University of Aeronautics and Astronautics, College of Astronautics, China
- Qi Zhang 0047
— Sun Yat-sen University, School of Atmospheric Sciences, Guangdong Province Key Laboratory for Climate Change and Natural Disaster Studies, Guangzhou, China
- Qi Zhang 0048
— Panzhihua College, School of Intelligent Manufacturing, China (and 1 more)
- Qi Zhang 0049
— Guilin University of Electronic Technology, Guangxi Key Laboratory of Automatic Detecting Technology and Instruments, China (and 1 more)
- Qi Zhang 0050
— China Agricultural University, College of Information and Electrical Engineering, Beijing, China
- Qi Zhang 0051
— Jiangsu University, School of Management, Zhenjiang, China
- Qi Zhang 0052
— China Academy of Railway Sciences, Signal and Communication Research Institute, Beijing, China
- Qi Zhang 0053
— University of Science and Technology of China, School of Computer Science, Hefei, China (and 1 more)
- Qi Zhang 0054
— Zhejiang University School of Medicine, First Affiliated Hospital, Department of Hepatobiliary and Pancreatic Surgery, Hangzhou, China
- Qi Zhang 0055
— City University of Hong Kong, Hong Kong (and 1 more)
- Qi Zhang 0056
— Peking University, School of Earth and Space Sciences, Beijing, China
- Qi Zhang 0057
— Southeast University, School of Civil Engineering, Nanjing, China (and 2 more)
- Qi Zhang 0058
— Northeastern University, College of Information Science and Engineering, Shenyang, China
- Qi Zhang 0059
— University of Macau, PAMI Research Group, Department of Computer and Information Science, Faculty of Science and Technology, Macau
- Qi Zhang 0060
— Hong Kong Polytechnic University, Department of Geomechanics, Hong Kong (and 1 more)
- Qi Zhang 0061
— Jilin University, College of Computer Science and Technology, MoE Key Laboratory of Symbolic Computation and Knowledge Engineering, Changchun, China
- Qi Zhang 0062
— Taiyuan University of Technology, Institute of Applied Mechanics, College of Mechanical and Vehicle Engineering, China
- Qi Zhang 0063
— Xidian University, School of Electro-Mechanical Engineering, Xi'an, China
- Qi Zhang 0064
— Central South University, School of Mathematics and Statistics, Changsha, China
- Qi Zhang 0065
— Aalborg University, Denmark (and 1 more)
- Qi Zhang 0066
— Microsoft Corporation, STCA, Beijing, China (and 1 more)
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2020 – today
- 2025
- [c227]Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui, Xuanjing Huang:
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. COLING 2025: 156-187 - [c226]Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition. COLING 2025: 10902-10923 - [i147]Junjie Ye
, Zhengyin Du, Xuesong Yao, Weijian Lin, Yufei Xu, Zehui Chen, Zaiyuan Wang, Sining Zhu, Zhiheng Xi, Siyu Yuan, Tao Gui, Qi Zhang, Xuanjing Huang, Jiecao Chen:
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use. CoRR abs/2501.02506 (2025) - [i146]Ningyu Xu, Qi Zhang, Chao Du, Qiang Luo, Xipeng Qiu, Xuanjing Huang, Menghan Zhang:
Human-like conceptual representations emerge from language prediction. CoRR abs/2501.12547 (2025) - [i145]Changhao Jiang, Ming Zhang, Junjie Ye, Xiaoran Fan, Yifei Cao, Jiajun Sun, Zhiheng Xi, Shihan Dou, Yi Dong, Yujiong Shen, Jingqi Tong, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang:
Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training. CoRR abs/2502.04066 (2025) - [i144]Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models. CoRR abs/2502.08922 (2025) - [i143]Tao Ji, Bin Guo, Yuanbin Wu, Qipeng Guo, Lixing Shen, Zhan Chen, Xipeng Qiu, Qi Zhang, Tao Gui:
Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs. CoRR abs/2502.14837 (2025) - [i142]Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Mingqi Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric. CoRR abs/2502.17184 (2025) - [i141]Honglin Guo, Kai Lv, Qipeng Guo, Tianyi Liang, Zhiheng Xi, Demin Song, Qi Zhang, Yu Sun, Kai Chen, Xipeng Qiu, Tao Gui:
CritiQ: Mining Data Quality Criteria from Human Preferences. CoRR abs/2502.19279 (2025) - 2024
- [j17]Jie Zhou
, Yuanbiao Lin
, Qin Chen
, Qi Zhang
, Xuanjing Huang
, Liang He
:
CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 830-840 (2024) - [c225]Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang:
LLMEval: A Preliminary Study on How to Evaluate Large Language Models. AAAI 2024: 19615-19622 - [c224]Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu:
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation. ACL (Student Research Workshop) 2024: 365-376 - [c223]Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen, Limao Xiong, Yuhao Zhou, Xiao Wang, Zhiheng Xi, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. ACL (1) 2024: 1932-1945 - [c222]Junjie Ye
, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang:
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. ACL (1) 2024: 2181-2211 - [c221]Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. ACL (1) 2024: 2227-2239 - [c220]Shihan Dou, Yan Liu, Haoxiang Jia, Enyu Zhou, Limao Xiong, Junjie Shan
, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback. ACL (1) 2024: 4571-4585 - [c219]Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin:
Navigating the OverKill in Large Language Models. ACL (1) 2024: 4602-4614 - [c218]Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang:
Unveiling Linguistic Regions in Large Language Models. ACL (1) 2024: 6228-6247 - [c217]Yuansen Zhang, Xiao Wang, Tianze Chen, Jiayi Fu, Tao Gui, Qi Zhang:
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization. ACL (Findings) 2024: 9129-9144 - [c216]Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang:
Making Harmful Behaviors Unlearnable for Large Language Models. ACL (Findings) 2024: 10258-10273 - [c215]Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. ACL (1) 2024: 11087-11099 - [c214]Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang:
Length Generalization of Causal Transformers without Position Encoding. ACL (Findings) 2024: 14024-14040 - [c213]Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang:
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. LREC/COLING 2024: 5286-5298 - [c212]Yuhao Zhou, Wenxiang Chen, Rui Zheng, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks. LREC/COLING 2024: 12527-12538 - [c211]Kun Wu, Xinyi Mou, Lanqing Xue, Zhenzhe Ying, Weiqiang Wang, Qi Zhang, Xuanjing Huang, Zhongyu Wei:
PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. LREC/COLING 2024: 12644-12656 - [c210]Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang:
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. LREC/COLING 2024: 14186-14203 - [c209]Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. LREC/COLING 2024: 15410-15421 - [c208]Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang:
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. EMNLP 2024: 313-333 - [c207]Binghai Wang, Rui Zheng, Lu Chen, Zhiheng Xi, Wei Shen, Yuhao Zhou, Dong Yan, Tao Gui, Qi Zhang, Xuanjing Huang:
Reward Modeling Requires Automatic Adjustment Based on Data Quality. EMNLP (Findings) 2024: 4041-4064 - [c206]Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang:
LongHeads: Multi-Head Attention is Secretly a Long Context Processor. EMNLP (Findings) 2024: 7136-7148 - [c205]Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang:
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. EMNLP (Findings) 2024: 8178-8188 - [c204]Chong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui:
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding. EMNLP 2024: 9658-9678 - [c203]Yue Zhang, Zhihao Zhang, Wenbin Lai, Chong Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
PDF-to-Tree: Parsing PDF Text Blocks into a Tree. EMNLP (Findings) 2024: 10704-10714 - [c202]Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye, Qi Zhang, Tao Gui, Xuanjing Huang:
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. EMNLP 2024: 12750-12771 - [c201]Lu Chen, Rui Zheng, Binghai Wang, Senjie Jin, Caishuang Huang, Junjie Ye, Zhihao Zhang, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning. EMNLP 2024: 15270-15283 - [c200]Jun Zhao, Can Zu, Xu Hao, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang:
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration. EMNLP 2024: 16310-16324 - [c199]Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang:
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems. EMNLP 2024: 16361-16376 - [c198]Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. EMNLP 2024: 17905-17923 - [c197]Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Tao Gui, Qi Zhang, Xuanjing Huang:
A Soft Contrastive Learning-Based Prompt Model for Few-Shot Sentiment Analysis. ICASSP 2024: 10016-10020 - [c196]Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. ICLR 2024 - [c195]Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin:
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. ICML 2024 - [c194]Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang:
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. ICML 2024 - [c193]Yi Tu
, Chong Zhang
, Ya Guo
, Huan Chen
, Jinyang Tang
, Huijia Zhu
, Qi Zhang
:
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents. ACM Multimedia 2024: 4890-4898 - [c192]Wei He
, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. NAACL-HLT (Findings) 2024: 3829-3845 - [c191]Shihan Dou
, Songyang Gao
, Tao Gui
, Qi Zhang:
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing. NLPCC (1) 2024: 284-297 - [c190]Qi Zhang
, Jieming Zhu
, Jiansheng Sun
, Guohao Cai
, Ruining Yu
, Bangzheng He
, Liangbi Li
:
Enhancing News Recommendation with Real-Time Feedback and Generative Sequence Modeling. RecSys Challenge 2024: 32-36 - [c189]Xiu Ma, Xiaoze Liu, Ce Li, Ziyang Yu, Qi Zhang, Qiujian Lv, Yan Wang, Jianguo Jiang:
BehaMiner: System Behavior Mining for Audit Log Based on Graph Learning. WASA (1) 2024: 333-346 - [i140]Junjie Ye
, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Qi Zhang, Tao Gui, Xuanjing Huang:
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. CoRR abs/2401.00741 (2024) - [i139]Jun Zhao, Zhihao Zhang, Luhui Gao, Qi Zhang, Tao Gui, Xuanjing Huang:
LLaMA Beyond English: An Empirical Study on Language Capability Transfer. CoRR abs/2401.01055 (2024) - [i138]Binghai Wang, Rui Zheng, Lu Chen, Yan Liu, Shihan Dou, Caishuang Huang, Wei Shen, Senjie Jin, Enyu Zhou, Chenyu Shi, Songyang Gao, Nuo Xu, Yuhao Zhou, Xiaoran Fan, Zhiheng Xi, Jun Zhao, Xiao Wang, Tao Ji, Hang Yan, Lixing Shen, Zhan Chen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
Secrets of RLHF in Large Language Models Part II: Reward Modeling. CoRR abs/2401.06080 (2024) - [i137]Junjie Ye
, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang:
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. CoRR abs/2401.08326 (2024) - [i136]Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye
, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin:
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. CoRR abs/2401.11458 (2024) - [i135]Xiaoran Fan, Tao Ji, Changhao Jiang, Shuo Li, Senjie Jin, Sirui Song, Junke Wang, Boyang Hong, Lu Chen, Guodong Zheng, Ming Zhang, Caishuang Huang, Rui Zheng, Zhiheng Xi, Yuhao Zhou, Shihan Dou, Junjie Ye
, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
MouSi: Poly-Visual-Expert Vision-Language Models. CoRR abs/2401.17221 (2024) - [i134]Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin:
Navigating the OverKill in Large Language Models. CoRR abs/2401.17633 (2024) - [i133]Shihan Dou, Yan Liu, Haoxiang Jia, Limao Xiong, Enyu Zhou, Wei Shen, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Xuanjing Huang, Tao Gui:
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback. CoRR abs/2402.01391 (2024) - [i132]Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang:
Are Large Language Models Good Prompt Optimizers? CoRR abs/2402.02101 (2024) - [i131]Chong Zhang, Yixi Zhao, Chenshu Yuan, Yi Tu, Ya Guo, Qi Zhang:
Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective. CoRR abs/2402.02379 (2024) - [i130]Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang:
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. CoRR abs/2402.05808 (2024) - [i129]Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang:
LongHeads: Multi-Head Attention is Secretly a Long Context Processor. CoRR abs/2402.10685 (2024) - [i128]Junjie Ye
, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang:
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. CoRR abs/2402.10753 (2024) - [i127]Nuo Xu, Jun Zhao, Can Zu, Sixian Li, Lu Chen, Zhihao Zhang, Rui Zheng, Shihan Dou, Wenjuan Qin, Tao Gui, Qi Zhang, Xuanjing Huang:
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution. CoRR abs/2402.11525 (2024) - [i126]Jun Zhao, Can Zu, Hao Xu, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang:
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration. CoRR abs/2402.11550 (2024) - [i125]Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang:
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe. CoRR abs/2402.14404 (2024) - [i124]Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang:
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis. CoRR abs/2402.14536 (2024) - [i123]Junjie Ye
, Nuo Xu, Yikun Wang, Jie Zhou, Qi Zhang, Tao Gui, Xuanjing Huang:
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition. CoRR abs/2402.14568 (2024) - [i122]Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang:
Unveiling Linguistic Regions in Large Language Models. CoRR abs/2402.14700 (2024) - [i121]Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang:
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. CoRR abs/2402.16431 (2024) - [i120]Huijie Lv, Xiao Wang, Yuansen Zhang, Caishuang Huang, Shihan Dou, Junjie Ye
, Tao Gui, Qi Zhang, Xuanjing Huang:
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models. CoRR abs/2402.16717 (2024) - [i119]Weikang Zhou, Xiao Wang, Limao Xiong, Han Xia, Yingshuang Gu, Mingxu Chai, Fukang Zhu, Caishuang Huang, Shihan Dou, Zhiheng Xi, Rui Zheng, Songyang Gao, Yicheng Zou, Hang Yan, Yifan Le, Ruohui Wang, Lijun Li, Jing Shao, Tao Gui, Qi Zhang, Xuanjing Huang:
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models. CoRR abs/2403.12171 (2024) - [i118]Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. CoRR abs/2403.16176 (2024) - [i117]Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. CoRR abs/2404.00884 (2024) - [i116]Xiao Wang, Tianze Chen, Xianjun Yang, Qi Zhang, Xun Zhao, Dahua Lin:
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning. CoRR abs/2404.10552 (2024) - [i115]Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang:
Length Generalization of Causal Transformers without Position Encoding. CoRR abs/2404.12224 (2024) - [i114]Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang Jia, Limao Xiong, Xin Zhao, Junjie Ye
, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
MetaRM: Shifted Distributions Alignment via Meta-Learning. CoRR abs/2405.00438 (2024) - [i113]Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang:
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning. CoRR abs/2405.06680 (2024) - [i112]Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. CoRR abs/2406.04151 (2024) - [i111]Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. CoRR abs/2406.04854 (2024) - [i110]Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu:
Toward Optimal LLM Alignments Using Two-Player Games. CoRR abs/2406.10977 (2024) - [i109]Rong Bao, Rui Zheng, Shihan Dou, Xiao Wang, Enyu Zhou, Bo Wang, Qi Zhang, Liang Ding, Dacheng Tao:
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle. CoRR abs/2406.11190 (2024) - [i108]Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition. CoRR abs/2406.11192 (2024) - [i107]Caishuang Huang, Wanxu Zhao, Rui Zheng, Huijie Lv, Shihan Dou, Sixian Li, Xiao Wang, Enyu Zhou, Junjie Ye, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang:
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance. CoRR abs/2406.18118 (2024) - [i106]Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Weikang Zhou, Muling Wu, Mingxu Chai, Jessica Fan, Caishuang Huang, Yunbo Tao, Yan Liu, Enyu Zhou, Ming Zhang, Yuhao Zhou, Yueming Wu, Rui Zheng, Ming Wen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study. CoRR abs/2407.06153 (2024) - [i105]Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye
, Qi Zhang, Tao Gui, Xuanjing Huang:
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. CoRR abs/2407.21693 (2024) - [i104]Yi Tu, Chong Zhang, Ya Guo, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang:
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents. CoRR abs/2408.01038 (2024) - [i103]Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang:
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. CoRR abs/2408.14874 (2024) - [i102]Junjie Ye
, Yuming Yang, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan:
Empirical Insights on Fine-Tuning Large Language Models for Question-Answering. CoRR abs/2409.15825 (2024) - [i101]Chong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui:
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding. CoRR abs/2409.19672 (2024) - [i100]Enyu Zhou, Guodong Zheng, Binghai Wang, Zhiheng Xi, Shihan Dou, Rong Bao, Wei Shen, Limao Xiong, Jessica Fan, Yurong Mou, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment. CoRR abs/2410.09893 (2024) - [i99]Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang:
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs. CoRR abs/2410.11302 (2024) - [i98]Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. CoRR abs/2410.15438 (2024) - [i97]Wei He, Zhiheng Xi, Wanxu Zhao, Xiaoran Fan, Yiwen Ding, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang:
Distill Visual Chart Reasoning Ability from LLMs to MLLMs. CoRR abs/2410.18798 (2024) - [i96]Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Shaoqing Zhang, Muling Wu, Changze Lv, Limao Xiong, Wenyu Zhan, Lin Zhang, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Rui Zheng, Tao Ji, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Multi-Programming Language Sandbox for LLMs. CoRR abs/2410.23074 (2024) - [i95]Yiwen Ding, Zhiheng Xi, Wei He, Zhuoyuan Li, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang:
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. CoRR abs/2411.00750 (2024) - [i94]Zhiheng Xi, Dingwen Yang, Jixuan Huang, Jiafu Tang, Guanyu Li, Yiwen Ding, Wei He, Boyang Hong, Shihan Dou, Wenyu Zhan, Xiao Wang, Rui Zheng, Tao Ji, Xiaowei Shi, Yitao Zhai, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Zuxuan Wu, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang:
Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision. CoRR abs/2411.16579 (2024) - [i93]Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao:
EvoWiki: Evaluating LLMs on Evolving Knowledge. CoRR abs/2412.13582 (2024) - [i92]Junjie Ye
, Yilong Wu, Sixian Li, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du:
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. CoRR abs/2412.15495 (2024) - 2023
- [j16]Wei Chen
, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng
, Zhongyu Wei:
A benchmark for automatic medical consultation system: frameworks, tasks and datasets. Bioinform. 39(1) (2023) - [c188]Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. ACL (Findings) 2023: 100-113 - [c187]Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui:
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model. ACL (Findings) 2023: 555-568 - [c186]Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao:
CASN: Class-Aware Score Network for Textual Adversarial Detection. ACL (1) 2023: 671-687 - [c185]Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan:
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. ACL (Findings) 2023: 1375-1386 - [c184]Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge:
Characterizing the Impacts of Instances on Robustness. ACL (Findings) 2023: 2314-2332 - [c183]Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen:
Coarse-to-fine Few-shot Learning for Named Entity Recognition. ACL (Findings) 2023: 4115-4129 - [c182]Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang:
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. ACL (1) 2023: 4706-4718 - [c181]Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, Zhongyu Wei, Minlong Peng, Mingming Sun:
Actively Supervised Clustering for Open Relation Extraction. ACL (1) 2023: 4985-4997 - [c180]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang:
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations. ACL (Findings) 2023: 5459-5473 - [c179]Zejun Li, Zhihao Fan, Jingjing Chen
, Qi Zhang, Xuanjing Huang, Zhongyu Wei:
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training. ACL (1) 2023: 5939-5958 - [c178]Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen:
Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER. ACL (1) 2023: 5959-5979 - [c177]Jun Zhao, WenYu Zhan, Xin Zhao, Qi Zhang, Tao Gui, Zhongyu Wei, Junzhe Wang, Minlong Peng, Mingming Sun:
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction. ACL (1) 2023: 6680-6691 - [c176]Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yun Wen Chen, Xiang Gao, Xuanjing Huang:
Open Set Relation Extraction via Unknown-Aware Training. ACL (1) 2023: 9453-9467 - [c175]Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang:
Detecting Adversarial Samples through Sharpness of Loss Landscape. ACL (Findings) 2023: 11282-11298 - [c174]Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, Zhongyu Wei, Minlong Peng, Mingming Sun, Qi Zhang, Tao Gui:
Connectivity Patterns are Task Embeddings. ACL (Findings) 2023: 11993-12013 - [c173]Xinyi Mou, Zhongyu Wei, Qi Zhang, Xuanjing Huang:
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language. ACL (1) 2023: 11996-12012 - [c172]Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan:
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. ACL (1) 2023: 12177-12189 - [c171]Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan:
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. ACL (Findings) 2023: 13573-13581 - [c170]Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui:
Towards Understanding Omission in Dialogue Summarization. ACL (1) 2023: 14268-14286 - [c169]Junjie Ye
, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang:
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. EMNLP (Findings) 2023: 270-277 - [c168]Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang:
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. EMNLP (Findings) 2023: 2859-2873 - [c167]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference. EMNLP (Findings) 2023: 3749-3762 - [c166]Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang:
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. EMNLP 2023: 4616-4630 - [c165]Wentao Zhou, Jun Zhao, Tao Gui, Qi Zhang, Xuanjing Huang:
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information. EMNLP (Findings) 2023: 6491-6502 - [c164]Haoyu Kuang, Jiarong Xu, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei:
Unleashing the Power of Language Models in Text-Attributed Graph. EMNLP (Findings) 2023: 8429-8441 - [c163]Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang:
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. EMNLP (Findings) 2023: 10262-10274 - [c162]Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Orthogonal Subspace Learning for Language Model Continual Learning. EMNLP (Findings) 2023: 10658-10671 - [c161]Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Jia Liu, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. EMNLP (Findings) 2023: 11383-11406 - [c160]Chong Zhang, Ya Guo, Yi Tu, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang, Tao Gui:
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction. EMNLP 2023: 13716-13730 - [c159]Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. EMNLP (Findings) 2023: 13951-13976 - [c158]Jingcong Liang
, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei:
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. EMNLP 2023: 14606-14620 - [c157]Ruoxue Ma, Jiarong Xu, Xinnong Zhang, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei:
One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling. EMNLP (Findings) 2023: 15034-15045 - [c156]Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei:
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. EMNLP 2023: 16705-16720 - [c155]Zhikai Lei, Jie Zhou, Qin Chen, Qi Zhang, Liang He:
Informative Prompt Learning for Low-Shot Commonsense Question Answering via Fine-Grained Redundancy Reduction. ICONIP (14) 2023: 377-390 - [i91]Xuanting Chen, Junjie Ye
, Can Zu, Nuo Xu, Rui Zheng, Minlong Peng, Jie Zhou, Tao Gui, Qi Zhang, Xuanjing Huang:
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks. CoRR abs/2303.00293 (2023) - [i90]Junjie Ye
, Xuanting Chen, Nuo Xu, Can Zu, Zekai Shao, Shichun Liu, Yuhan Cui, Zeyang Zhou, Chao Gong, Yang Shen, Jie Zhou, Siming Chen, Tao Gui, Qi Zhang, Xuanjing Huang:
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models. CoRR abs/2303.10420 (2023) - [i89]Xiao Wang, Weikang Zhou, Can Zu, Han Xia, Tianze Chen, Yuansen Zhang, Rui Zheng, Junjie Ye
, Qi Zhang, Tao Gui, Jihua Kang, Jingsheng Yang, Siyuan Li, Chunsai Du:
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction. CoRR abs/2304.08085 (2023) - [i88]Songyang Gao, Shihan Dou, Junjie Shan, Qi Zhang, Xuanjing Huang:
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing. CoRR abs/2305.02865 (2023) - [i87]Ting Wu, Jingyi Liu, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. CoRR abs/2305.07085 (2023) - [i86]Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. CoRR abs/2305.12123 (2023) - [i85]Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan:
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. CoRR abs/2305.12485 (2023) - [i84]Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui:
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model. CoRR abs/2305.12816 (2023) - [i83]Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang:
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs. CoRR abs/2305.13585 (2023) - [i82]Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. CoRR abs/2305.14497 (2023) - [i81]Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yunwen Chen, Xiang Gao, Xuanjing Huang:
Open Set Relation Extraction via Unknown-Aware Training. CoRR abs/2306.04950 (2023) - [i80]Jun Zhao, WenYu Zhan, Xin Zhao, Qi Zhang, Tao Gui, Zhongyu Wei, Junzhe Wang, Minlong Peng, Mingming Sun:
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction. CoRR abs/2306.04954 (2023) - [i79]Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, Zhongyu Wei, Minlong Peng, Mingming Sun:
Actively Supervised Clustering for Open Relation Extraction. CoRR abs/2306.04968 (2023) - [i78]Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan:
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization. CoRR abs/2306.15164 (2023) - [i77]Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan:
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection. CoRR abs/2306.15705 (2023) - [i76]Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Qin Liu, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu
, Cheng Chang, Zhangyue Yin, Rongxiang Weng, Wensen Cheng, Haoran Huang, Tianxiang Sun, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Secrets of RLHF in Large Language Models Part I: PPO. CoRR abs/2307.04964 (2023) - [i75]Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui:
The Rise and Potential of Large Language Model Based Agents: A Survey. CoRR abs/2309.07864 (2023) - [i74]Xianjun Yang, Xiao Wang, Qi Zhang, Linda R. Petzold, William Yang Wang, Xun Zhao, Dahua Lin:
Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models. CoRR abs/2310.02949 (2023) - [i73]Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang:
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. CoRR abs/2310.05199 (2023) - [i72]Bolin Zhu, Xiaoze Liu
, Xin Mao, Zhuo Chen, Lingbing Guo, Tao Gui, Qi Zhang:
Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths. CoRR abs/2310.05364 (2023) - [i71]Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang:
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models. CoRR abs/2310.06762 (2023) - [i70]Junjie Ye
, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang:
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification. CoRR abs/2310.09596 (2023) - [i69]Chong Zhang, Ya Guo, Yi Tu, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang, Tao Gui:
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction. CoRR abs/2310.11016 (2023) - [i68]Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang:
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. CoRR abs/2310.11227 (2023) - [i67]Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. CoRR abs/2310.11971 (2023) - [i66]Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization. CoRR abs/2310.12794 (2023) - [i65]Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Orthogonal Subspace Learning for Language Model Continual Learning. CoRR abs/2310.14152 (2023) - [i64]Jun Zhao, Zhihao Zhang, Yide Ma, Qi Zhang, Tao Gui, Luhui Gao, Xuanjing Huang:
Unveiling A Core Linguistic Region in Large Language Models. CoRR abs/2310.14928 (2023) - [i63]Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang:
Making Harmful Behaviors Unlearnable for Large Language Models. CoRR abs/2311.02105 (2023) - [i62]Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu:
RRescue: Ranking LLM Responses to Enhance Reasoning Over Context. CoRR abs/2311.09136 (2023) - [i61]Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei:
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining. CoRR abs/2312.00874 (2023) - [i60]Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang:
LLMEval: A Preliminary Study on How to Evaluate Large Language Models. CoRR abs/2312.07398 (2023) - [i59]Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Jun Zhao, Wei Shen, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment. CoRR abs/2312.09979 (2023) - [i58]Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Gui Tao, Qi Zhang, Xuanjing Huang:
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis. CoRR abs/2312.10479 (2023) - [i57]Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei:
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. CoRR abs/2312.13608 (2023) - 2022
- [j15]Junjie Ye
, Jie Zhou
, Junfeng Tian, Rui Wang, Jingyi Zhou, Tao Gui, Qi Zhang, Xuanjing Huang:
Sentiment-aware multimodal pre-training for multimodal sentiment analysis. Knowl. Based Syst. 258: 110021 (2022) - [j14]Qinzhuo Wu
, Qi Zhang
, Xuanjing Huang
:
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1061-1072 (2022) - [j13]Jiacheng Ye
, Xiang Zhou, Xiaoqing Zheng
, Tao Gui
, Qi Zhang
:
Uncertainty-Aware Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1775-1788 (2022) - [c154]Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Robust Lottery Tickets for Pre-trained Language Models. ACL (1) 2022: 2211-2224 - [c153]Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang:
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents. ACL (Findings) 2022: 3622-3632 - [c152]Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang:
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. ACL (1) 2022: 5590-5600 - [c151]Qin Liu
, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang:
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. ACL (1) 2022: 5634-5644 - [c150]Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang:
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. ACL (1) 2022: 6896-6906 - [c149]Jun Zhao, Yuan Hu, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao:
An Exploration of Prompt-Based Zero-Shot Relation Extraction Method. CCL 2022: 81-95 - [c148]Jun Zhao, Yongxin Zhang, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao:
Abstains from Prediction: Towards Robust Relation Extraction in Real World. CCL 2022: 96-111 - [c147]Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang:
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. COLING 2022: 1655-1665 - [c146]Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang:
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck. COLING 2022: 1990-2000 - [c145]Jun Zhao, Xin Zhao, WenYu Zhan, Tao Gui, Qi Zhang, Liang Qiao, Zhanzhan Cheng, Shiliang Pu:
Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER. COLING 2022: 2034-2043 - [c144]Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Junjie Shan, Qi Zhang, Yueming Wu, Xuanjing Huang:
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. COLING 2022: 2278-2287 - [c143]Lei Chen, Guanying Li, Zhongyu Wei, Yang Yang, Baohua Zhou, Qi Zhang, Xuanjing Huang:
A Progressive Framework for Role-Aware Rumor Resolution. COLING 2022: 2748-2758 - [c142]Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu:
PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack. COLING 2022: 2873-2882 - [c141]Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang:
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases. COLING 2022: 6575-6585 - [c140]Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye
, Tao Gui, Qi Zhang, Xuanjing Huang:
Causal Intervention Improves Implicit Sentiment Analysis. COLING 2022: 6966-6977 - [c139]Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu:
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. COLING 2022: 7053-7064 - [c138]Yinzi Li, Wei Chen, Zhongyu Wei, Yujun Huang, Chujun Wang, Siyuan Wang, Qi Zhang, Xuanjing Huang, Libo Wu:
A Structure-Aware Argument Encoder for Literature Discourse Analysis. COLING 2022: 7093-7098 - [c137]Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang:
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. EMNLP 2022: 4112-4122 - [c136]Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022: 8073-8092 - [c135]Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Efficient Adversarial Training with Robust Early-Bird Tickets. EMNLP 2022: 8318-8331 - [c134]Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang:
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion. EMNLP 2022: 8360-8371 - [c133]Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang:
ProofInfer: Generating Proof via Iterative Hierarchical Inference. EMNLP 2022: 10883-10892 - [c132]Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He:
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis. IJCNN 2022: 1-8 - [c131]Yichao Wang
, Huifeng Guo, Bo Chen
, Weiwen Liu
, Zhirong Liu, Qi Zhang, Zhicheng He, Hongkun Zheng, Weiwei Yao, Muyu Zhang, Zhenhua Dong, Ruiming Tang
:
CausalInt: Causal Inspired Intervention for Multi-Scenario Recommendation. KDD 2022: 4090-4099 - [c130]Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang:
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. KDD 2022: 4310-4320 - [c129]Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. NAACL-HLT 2022: 5721-5732 - [c128]Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He:
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis. SemEval@NAACL 2022: 1336-1342 - [c127]Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Liang He:
Enhancing Event-Level Sentiment Analysis with Structured Arguments. SIGIR 2022: 1944-1949 - [c126]Yi Li, Jieming Zhu, Weiwen Liu
, Liangcai Su, Guohao Cai, Qi Zhang, Ruiming Tang
, Xi Xiao, Xiuqiang He:
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation. WWW (Companion Volume) 2022: 62-66 - [i56]Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Qi Zhang, Yueming Wu, Xuanjing Huang:
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective. CoRR abs/2202.08048 (2022) - [i55]Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang:
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents. CoRR abs/2203.02898 (2022) - [i54]Yi Li, Jieming Zhu, Weiwen Liu, Liangcai Su, Guohao Cai, Qi Zhang, Ruiming Tang
, Xi Xiao, Xiuqiang He:
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation. CoRR abs/2203.12267 (2022) - [i53]Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang:
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. CoRR abs/2203.16280 (2022) - [i52]Shitao Xiao, Zheng Liu
, Weihao Han, Jianjin Zhang, Defu Lian
, Yeyun Gong, Qi Chen, Fan Yang, Hao Sun, Yingxia Shao, Denvy Deng, Qi Zhang, Xing Xie:
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. CoRR abs/2204.00185 (2022) - [i51]Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang:
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective. CoRR abs/2204.04391 (2022) - [i50]Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei:
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets. CoRR abs/2204.08997 (2022) - [i49]Qi Zhang, Jie Zhou, Qin Chen, Qinchun Bai, Liang He:
Enhancing Event-Level Sentiment Analysis with Structured Arguments. CoRR abs/2205.15511 (2022) - [i48]Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He:
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis. CoRR abs/2205.15514 (2022) - [i47]Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang:
Searching for Optimal Subword Tokenization in Cross-domain NER. CoRR abs/2206.03352 (2022) - [i46]Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye
, Tao Gui, Qi Zhang, Xuanjing Huang:
Causal Intervention Improves Implicit Sentiment Analysis. CoRR abs/2208.09329 (2022) - [i45]Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang:
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering. CoRR abs/2208.10297 (2022) - [i44]Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang:
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck. CoRR abs/2208.13017 (2022) - [i43]Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang:
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER. CoRR abs/2210.04676 (2022) - [i42]Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang:
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding. CoRR abs/2210.07547 (2022) - [i41]Rui Zheng, Rong Bao, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Robust Lottery Tickets for Pre-trained Language Models. CoRR abs/2211.03013 (2022) - [i40]Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li:
Towards Understanding Omission in Dialogue Summarization. CoRR abs/2211.07145 (2022) - [i39]Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Efficient Adversarial Training with Robust Early-Bird Tickets. CoRR abs/2211.07263 (2022) - [i38]Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang:
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? CoRR abs/2212.10879 (2022) - 2021
- [j12]Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou
, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu
, Min Zhang, Peng Zhang, Qi Zhang:
Information retrieval: a view from the Chinese IR community. Frontiers Comput. Sci. 15(1): 151601 (2021) - [j11]Renfeng Ma
, Xipeng Qiu
, Qi Zhang
, Xiangkun Hu, Yu-Gang Jiang
, Xuanjing Huang
:
Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation. IEEE Trans. Knowl. Data Eng. 33(2): 388-400 (2021) - [c125]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI 2021: 14665-14673 - [c124]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI 2021: 14674-14682 - [c123]Xiao Wang, Qin Liu
, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 2021: 347-355 - [c122]Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang:
One2Set: Generating Diverse Keyphrases as a Set. ACL/IJCNLP (1) 2021: 4598-4608 - [c121]Qinzhuo Wu, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Math Word Problem Solving with Explicit Numerical Values. ACL/IJCNLP (1) 2021: 5859-5869 - [c120]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou:
SENT: Sentence-level Distant Relation Extraction via Negative Training. ACL/IJCNLP (1) 2021: 6201-6213 - [c119]Jieming Zhu, Jinyang Liu
, Shuai Yang, Qi Zhang, Xiuqiang He:
Open Benchmarking for Click-Through Rate Prediction. CIKM 2021: 2759-2769 - [c118]Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang:
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining. EMNLP (1) 2021: 80-91 - [c117]Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei:
A Partition Filter Network for Joint Entity and Relation Extraction. EMNLP (1) 2021: 185-197 - [c116]Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei:
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training. EMNLP (1) 2021: 246-256 - [c115]Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang:
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. EMNLP (Findings) 2021: 497-507 - [c114]Qinzhuo Wu, Qi Zhang, Zhongyu Wei:
An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving. EMNLP (Findings) 2021: 1473-1482 - [c113]Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang:
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems. EMNLP (1) 2021: 2215-2226 - [c112]Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang:
Heterogeneous Graph Neural Networks for Keyphrase Generation. EMNLP (1) 2021: 2705-2715 - [c111]Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh:
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. EMNLP (1) 2021: 3137-3147 - [c110]Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou:
A Relation-Oriented Clustering Method for Open Relation Extraction. EMNLP (1) 2021: 9707-9718 - [c109]Jiajie Zhu, Qi Zhang, Babak Forouraghi, Xiao Wang:
Applications of Machine Learning Techniques in Genetic Circuit Design. ICMLC 2021: 1-7 - [c108]Qi Zhang, Jingjie Li, Qinglin Jia
, Chuyuan Wang, Jieming Zhu, Zhaowei Wang, Xiuqiang He:
UNBERT: User-News Matching BERT for News Recommendation. IJCAI 2021: 3356-3362 - [c107]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. ACM Multimedia 2021: 3881-3890 - [c106]Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu:
Larger-Context Tagging: When and Why Does It Work? NAACL-HLT 2021: 1463-1475 - [c105]Lu Ji, Zhongyu Wei, Jing Li
, Qi Zhang, Xuanjing Huang:
Discrete Argument Representation Learning for Interactive Argument Pair Identification. NAACL-HLT 2021: 5467-5478 - [c104]Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu
, Xuanjing Huang:
Searching Effective Transformer for Seq2Seq Keyphrase Generation. NLPCC (2) 2021: 86-97 - [c103]Qi Zhang, Qinglin Jia
, Chuyuan Wang, Jingjie Li, Zhaowei Wang, Xiuqiang He:
AMM: Attentive Multi-field Matching for News Recommendation. SIGIR 2021: 1588-1592 - [c102]Qinglin Jia
, Jingjie Li, Qi Zhang, Xiuqiang He, Jieming Zhu:
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT. SIGIR 2021: 1773-1777 - [i37]Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR abs/2103.11441 (2021) - [i36]Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu:
Larger-Context Tagging: When and Why Does It Work? CoRR abs/2104.04434 (2021) - [i35]Lu Ji, Jing Li, Zhongyu Wei, Qi Zhang, Xuanjing Huang:
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure. CoRR abs/2104.08601 (2021) - [i34]Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang:
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. CoRR abs/2104.08799 (2021) - [i33]Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang:
One2Set: Generating Diverse Keyphrases as a Set. CoRR abs/2105.11134 (2021) - [i32]Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang:
SENT: Sentence-level Distant Relation Extraction via Negative Training. CoRR abs/2106.11566 (2021) - [i31]Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei:
A Partition Filter Network for Joint Entity and Relation Extraction. CoRR abs/2108.12202 (2021) - [i30]Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh:
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. CoRR abs/2108.12777 (2021) - [i29]Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang:
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining. CoRR abs/2109.04080 (2021) - [i28]Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang:
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems. CoRR abs/2109.04084 (2021) - [i27]Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang:
Heterogeneous Graph Neural Networks for Keyphrase Generation. CoRR abs/2109.04703 (2021) - [i26]Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou:
A Relation-Oriented Clustering Method for Open Relation Extraction. CoRR abs/2109.07205 (2021) - [i25]Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu:
Why Do We Click: Visual Impression-aware News Recommendation. CoRR abs/2109.12651 (2021) - [i24]Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Template-free Prompt Tuning for Few-shot NER. CoRR abs/2109.13532 (2021) - [i23]Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang:
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models. CoRR abs/2110.07331 (2021) - [i22]Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei:
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training. CoRR abs/2111.02194 (2021) - 2020
- [c101]Jinlan Fu, Pengfei Liu, Qi Zhang:
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study. AAAI 2020: 7732-7739 - [c100]Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang:
Storytelling from an Image Stream Using Scene Graphs. AAAI 2020: 9185-9192 - [c99]Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang:
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features. AAAI 2020: 10877-10884 - [c98]Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang:
Simplify the Usage of Lexicon in Chinese NER. ACL 2020: 5951-5960 - [c97]Minlong Peng, Qi Zhang:
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. COLING 2020: 251-265 - [c96]Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang:
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. COLING 2020: 2250-2260 - [c95]Lei Chen, Zhongyu Wei, Jing Li
, Baohua Zhou, Qi Zhang, Xuanjing Huang:
Modeling Evolution of Message Interaction for Rumor Resolution. COLING 2020: 6377-6387 - [c94]Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang:
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. EMNLP (Findings) 2020: 678-688 - [c93]Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang:
Uncertainty-Aware Label Refinement for Sequence Labeling. EMNLP (1) 2020: 2316-2326 - [c92]Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang:
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. EMNLP (1) 2020: 3594-3605 - [c91]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP (1) 2020: 5676-5686 - [c90]Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang:
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving. EMNLP (1) 2020: 7137-7146 - [c89]Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang
, Weijian Sun, Qi Zhang, Xuanjing Huang:
PathQG: Neural Question Generation from Facts. EMNLP (1) 2020: 9066-9075 - [c88]Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang:
Leveraging Document-Level Label Consistency for Named Entity Recognition. IJCAI 2020: 3976-3982 - [c87]Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu
, Xuanjing Huang:
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. NLPCC (1) 2020: 321-332 - [c86]Jinlan Fu, Yi Li, Qi Zhang, Qinzhuo Wu
, Renfeng Ma, Xuanjing Huang, Yu-Gang Jiang:
Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering. WSDM 2020: 187-195 - [i21]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study. CoRR abs/2001.03844 (2020) - [i20]Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu:
Two Step Joint Model for Drug Drug Interaction Extraction. CoRR abs/2008.12704 (2020) - [i19]Jieming Zhu, Jinyang Liu, Shuai Yang, Qi Zhang, Xiuqiang He:
FuxiCTR: An Open Benchmark for Click-Through Rate Prediction. CoRR abs/2009.05794 (2020) - [i18]Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang:
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis. CoRR abs/2009.07964 (2020) - [i17]Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang:
RethinkCWS: Is Chinese Word Segmentation a Solved Task? CoRR abs/2011.06858 (2020) - [i16]Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang:
SenSeNet: Neural Keyphrase Generation with Document Structure. CoRR abs/2012.06754 (2020) - [i15]Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR abs/2012.07300 (2020) - [i14]Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR abs/2012.07311 (2020) - [i13]Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang:
Uncertainty-Aware Label Refinement for Sequence Labeling. CoRR abs/2012.10608 (2020)
2010 – 2019
- 2019
- [j10]Jinlan Fu, Qi Zhang, Jifan Chen, Minlong Peng, Tao Gui, Xipeng Qiu
, Xuanjing Huang:
Implicit discourse relation detection using concatenated word embeddings and a gated relevance network. Sci. China Inf. Sci. 62(11): 219102:1-219102:3 (2019) - [j9]Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang:
Reformulating natural language queries using sequence-to-sequence models. Sci. China Inf. Sci. 62(12): 229103 (2019) - [j8]Peilu Wang, Hao Jiang, Jingfang Xu, Qi Zhang
:
Knowledge Graph Construction and Applications for Web Search and Beyond. Data Intell. 1(4): 333-349 (2019) - [j7]Ruiyong Sun, Yijia Zhao, Qi Zhang, Keyu Ding, Shijin Wang, Cui Wei:
A Neural Semantic Parser for Math Problems Incorporating Multi-Sentence Information. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(4): 37:1-37:16 (2019) - [j6]Lujun Zhao
, Xipeng Qiu
, Qi Zhang
, Xuanjing Huang
:
Sequence Labeling With Deep Gated Dual Path CNN. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2326-2335 (2019) - [j5]Rui-Wei Zhao, Qi Zhang, Zuxuan Wu, Jianguo Li, Yu-Gang Jiang:
Visual Content Recognition by Exploiting Semantic Feature Map with Attention and Multi-task Learning. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 6:1-6:22 (2019) - [c85]Tao Gui, Liang Zhu, Qi Zhang, Minlong Peng, Xu Zhou, Keyu Ding, Zhigang Chen:
Cooperative Multimodal Approach to Depression Detection in Twitter. AAAI 2019: 110-117 - [c84]Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Xuanjing Huang, Yu-Gang Jiang, Keyu Ding, Zhigang Chen:
Trainable Undersampling for Class-Imbalance Learning. AAAI 2019: 4707-4714 - [c83]Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang:
Long Short-Term Memory with Dynamic Skip Connections. AAAI 2019: 6481-6488 - [c82]Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang:
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning. ACL (1) 2019: 2409-2419 - [c81]Minlong Peng, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang, Jinlan Fu:
Mining User Profiles from Query Log. CCIR 2019: 3-15 - [c80]Minlong Peng, Yaosong Lin, Lanjun Zeng, Tao Gui, Qi Zhang:
Modeling the Long-Term Post History for Personalized Hashtag Recommendation. CCL 2019: 495-507 - [c79]Tao Gui, Qi Zhang, Liang Zhu, Xu Zhou, Minlong Peng, Xuanjing Huang:
Depression Detection on Social Media with Reinforcement Learning. CCL 2019: 613-624 - [c78]Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang:
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. EMNLP/IJCNLP (1) 2019: 198-207 - [c77]Tao Gui, Yicheng Zou, Qi Zhang, Minlong Peng, Jinlan Fu, Zhongyu Wei, Xuanjing Huang:
A Lexicon-Based Graph Neural Network for Chinese NER. EMNLP/IJCNLP (1) 2019: 1040-1050 - [c76]Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang:
Asynchronous Deep Interaction Network for Natural Language Inference. EMNLP/IJCNLP (1) 2019: 2692-2700 - [c75]Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang:
CNN-Based Chinese NER with Lexicon Rethinking. IJCAI 2019: 4982-4988 - [c74]Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang:
Learning Task-Specific Representation for Novel Words in Sequence Labeling. IJCAI 2019: 5146-5152 - [c73]Qi Zhang, Yan Yang
, Chengcai Chen
, Liang He, Zhou Yu:
Knowledge Adaptive Neural Network for Natural Language Inference. IJCNN 2019: 1-8 - [c72]Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang:
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision. NAACL-HLT (1) 2019: 2831-2835 - [c71]Minlong Peng, Qiyuan Bian, Qi Zhang, Tao Gui, Jinlan Fu, Lanjun Zeng, Xuanjing Huang:
Model the Long-Term Post History for Hashtag Recommendation. NLPCC (1) 2019: 596-608 - [c70]Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang:
Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection. SIGIR 2019: 95-104 - [c69]Renfeng Ma, Xiangkun Hu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang:
Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model. SIGIR 2019: 525-534 - [c68]Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang:
Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning. SIGIR 2019: 535-544 - [c67]Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu:
Review Response Generation in E-Commerce Platforms with External Product Information. WWW 2019: 2425-2435 - [e1]Qi Zhang, Xiangwen Liao, Zhaochun Ren:
Information Retrieval - 25th China Conference, CCIR 2019, Fuzhou, China, September 20-22, 2019, Proceedings. Lecture Notes in Computer Science 11772, Springer 2019, ISBN 978-3-030-31623-5 [contents] - [i12]Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang:
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision. CoRR abs/1904.08051 (2019) - [i11]Minlong Peng, Qi Zhang:
Address Instance-level Label Prediction in Multiple Instance Learning. CoRR abs/1905.12226 (2019) - [i10]Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang:
Learning Task-specific Representation for Novel Words in Sequence Labeling. CoRR abs/1905.12277 (2019) - [i9]Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang:
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning. CoRR abs/1906.01378 (2019) - [i8]Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang:
Simplify the Usage of Lexicon in Chinese NER. CoRR abs/1908.05969 (2019) - [i7]Minlong Peng, Qi Zhang, Xuanjing Huang:
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. CoRR abs/1909.08167 (2019) - [i6]Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang:
Discrete Argument Representation Learning for Interactive Argument Pair Identification. CoRR abs/1911.01621 (2019) - [i5]Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang:
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication. CoRR abs/1911.04192 (2019) - [i4]Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang:
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features. CoRR abs/1911.07518 (2019) - 2018
- [j4]Yeyun Gong, Qi Zhang, Xuanjing Huang:
Hashtag recommendation for multimodal microblog posts. Neurocomputing 272: 170-177 (2018) - [c66]Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang:
Adaptive Co-attention Network for Named Entity Recognition in Tweets. AAAI 2018: 5674-5681 - [c65]Qi Zhang, Xiaoyu Liu, Jinlan Fu:
Neural Networks Incorporating Dictionaries for Chinese Word Segmentation. AAAI 2018: 5682-5689 - [c64]Minlong Peng, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang:
Cross-Domain Sentiment Classification with Target Domain Specific Information. ACL (1) 2018: 2505-2513 - [c63]Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang:
Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem. CIKM 2018: 1163-1172 - [c62]Qingchun Bai, Qi Zhang, Qinmin Hu, Liang He:
ECNU at CLEF PIR 2018 : Evaluation of Personalized Information Retrieval. CLEF (Working Notes) 2018 - [c61]Jie Zhou, Qi Zhang, Qinmin Hu, Liang He:
ECNU at MC2 2018 Task 2: Mining Opinion Argumentation. CLEF (Working Notes) 2018 - [c60]Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang:
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis. COLING 2018: 868-877 - [c59]Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, Xuanjing Huang:
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. COLING 2018: 3703-3714 - [c58]Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang:
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging. EMNLP 2018: 2540-2549 - [c57]Lujun Zhao, Qi Zhang, Peng Wang, Xiaoyu Liu:
Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation. IJCAI 2018: 4602-4608 - [c56]Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang:
Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network. SIGIR 2018: 195-204 - [i3]Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu:
Two Step Joint Model for Drug Drug Interaction Extraction. TAC 2018 - [i2]Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang:
Long Short-Term Memory with Dynamic Skip Connections. CoRR abs/1811.03873 (2018) - 2017
- [j3]Yeyun Gong, Qi Zhang, Xiaoying Han, Xuanjing Huang:
Phrase-based hashtag recommendation for microblog posts. Sci. China Inf. Sci. 60(1): 12109 (2017) - [c55]Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang:
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network. EACL (1) 2017: 1033-1043 - [c54]Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang:
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks. EMNLP 2017: 2411-2420 - [c53]Qi Zhang, Yang Wang, Jin Qian, Binbin Deng, Xuanjing Huang:
A Mixed Generative-Discriminative Based Hashing Method. ICDE 2017: 11-12 - [c52]Haoran Huang, Qi Zhang, Xuanjing Huang:
Mention Recommendation for Twitter with End-to-end Memory Network. IJCAI 2017: 1872-1878 - [c51]Qi Zhang, Jiawen Wang, Haoran Huang, Xuanjing Huang, Yeyun Gong:
Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network. IJCAI 2017: 3420-3426 - [c50]Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang:
A Learning Error Analysis for Structured Prediction with Approximate Inference. NIPS 2017: 6129-6139 - [c49]Jin Qian, Yeyun Gong, Qi Zhang, Xuanjing Huang:
Hierarchical Dirichlet Processes with Social Influence. NLPCC 2017: 490-502 - [c48]Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang:
Predicting Which Topics You Will Join in the Future on Social Media. SIGIR 2017: 733-742 - 2016
- [j2]Qi Zhang, Yang Wang, Jin Qian, Xuanjing Huang:
A Mixed Generative-Discriminative Based Hashing Method. IEEE Trans. Knowl. Data Eng. 28(4): 845-857 (2016) - [c47]Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang:
Discourse Relations Detection via a Mixed Generative-Discriminative Framework. AAAI 2016: 2921-2927 - [c46]Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu
, Xuanjing Huang:
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network. ACL (1) 2016 - [c45]Qi Zhang, Yeyun Gong, Jindou Wu, Haoran Huang, Xuanjing Huang:
Retweet Prediction with Attention-based Deep Neural Network. CIKM 2016: 75-84 - [c44]Jifan Chen, Qi Zhang, Xuanjing Huang:
Incorporate Group Information to Enhance Network Embedding. CIKM 2016: 1901-1904 - [c43]Haoran Huang, Qi Zhang, Yeyun Gong, Xuanjing Huang:
Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention. COLING 2016: 943-952 - [c42]Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang:
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary. EMNLP 2016: 721-730 - [c41]Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang:
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter. EMNLP 2016: 836-845 - [c40]Yuyun Gong, Qi Zhang:
Hashtag Recommendation Using Attention-Based Convolutional Neural Network. IJCAI 2016: 2782-2788 - [i1]Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang:
Learning Word Embeddings from Intrinsic and Extrinsic Views. CoRR abs/1608.05852 (2016) - 2015
- [c39]Qi Zhang, Yeyun Gong, Ya Guo
, Xuanjing Huang:
Retweet Behavior Prediction Using Hierarchical Dirichlet Process. AAAI 2015: 403-409 - [c38]Yeyun Gong, Qi Zhang, Xuyang Sun, Xuanjing Huang:
Who Will You "@"? CIKM 2015: 533-542 - [c37]Yeyun Gong, Qi Zhang, Xuanjing Huang:
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags. EMNLP 2015: 401-410 - [c36]Juan Xu, Qi Zhang, Xuanjing Huang:
Personalized Hashtag Suggestion for Microblogs. SMP 2015: 38-50 - 2014
- [c35]Qi Zhang, Yeyun Gong, Xuyang Sun, Xuanjing Huang:
Time-aware Personalized Hashtag Recommendation on Social Media. COLING 2014: 203-212 - [c34]Yeyun Gong, Yaqian Zhou, Ya Guo, Qi Zhang, Xuanjing Huang:
A Generative Model for Identifying Target Companies of Microblogs. COLING 2014: 688-697 - [c33]Qi Zhang, Jihua Kang, Jin Qian, Xuanjing Huang:
Continuous word embeddings for detecting local text reuses at the semantic level. SIGIR 2014: 797-806 - [c32]Longhui Zhang, Lei Li
, Tao Li, Qi Zhang:
PatentLine: analyzing technology evolution on multi-view patent graphs. SIGIR 2014: 1095-1098 - [c31]Qi Zhang, Huan Chen, Xuanjing Huang:
Chinese-English mixed text normalization. WSDM 2014: 433-442 - 2013
- [c30]Xipeng Qiu, Qi Zhang, Xuanjing Huang:
FudanNLP: A Toolkit for Chinese Natural Language Processing. ACL (Conference System Demonstrations) 2013: 49-54 - [c29]Qi Zhang, Jihua Kang, Yeyun Gong, Huan Chen, Yaqian Zhou, Xuanjing Huang:
Map search via a factor graph model. CIKM 2013: 69-78 - [c28]Yaqian Zhou, Qi Zhang, Xuanjing Huang, Lide Wu:
A pattern-based selective recrawling approach for object-level vertical search. CIKM 2013: 1441-1450 - [c27]Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang:
Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic. EMNLP 2013: 946-957 - [c26]Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Learning Topical Translation Model for Microblog Hashtag Suggestion. IJCAI 2013: 2078-2084 - [c25]Zhuoye Ding, Yeyun Gong, Yaqian Zhou, Qi Zhang, Xuanjing Huang:
Detecting Spammers in Community Question Answering. IJCNLP 2013: 118-126 - [c24]Huan Chen, Qi Zhang, Jin Qian, Xuanjing Huang:
Chinese Named Entity Abbreviation Generation Using First-Order Logic. IJCNLP 2013: 320-328 - [c23]Juan Xu, Qi Zhang, Xuanjing Huang:
Understanding the Semantic Intent of Natural Language Query. IJCNLP 2013: 552-560 - 2012
- [c22]Qi Zhang, Yan Wu, Xuanjing Huang:
Selecting expansion terms as a set via integer linear programming. CIKM 2012: 2399-2402 - [c21]Zhuoye Ding, Qi Zhang, Xuanjing Huang:
Automatic Hashtag Recommendation for Microblogs using Topic-Specific Translation Model. COLING (Posters) 2012: 265-274 - [c20]Qi Zhang, Yan Wu, Zhuoye Ding, Xuanjing Huang:
Learning hash codes for efficient content reuse detection. SIGIR 2012: 405-414 - 2011
- [c19]Zhuoye Ding, Qi Zhang, Xuanjing Huang:
Learning to Extract Coherent Keyphrases from Online News. AIRS 2011: 479-488 - [c18]Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu:
Structural Opinion Mining for Graph-based Sentiment Representation. EMNLP 2011: 1332-1341 - [c17]Zhuoye Ding, Qi Zhang, Xuanjing Huang:
Keyphrase Extraction from Online News Using Binary Integer Programming. IJCNLP 2011: 165-173 - [c16]Yan Wu, Qi Zhang, Xuanjing Huang:
Efficient Near-Duplicate Detection for Q&A Forum. IJCNLP 2011: 1001-1009 - [c15]Bingqing Wang, Yaqian Zhou, Qi Zhang, Xuanjing Huang:
Learning the weight of the query term from the relevance feedback. NLPKE 2011: 43-50 - [c14]Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang:
Opinion Mining with Sentiment Graph. Web Intelligence 2011: 249-252 - 2010
- [c13]Yuanbin Wu, Qi Zhang, Yaqian Zhou, Xuanjing Huang:
Pseudo-Relevance Feedback Based on mRMR Criteria. AIRS 2010: 211-220 - [c12]Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu:
2D Trie for Fast Parsing. COLING 2010: 904-912 - [c11]Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu:
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. EMNLP 2010: 187-195 - [c10]Bingqing Wang, Yaqian Zhou, Xipeng Qiu
, Qi Zhang, Xuanjing Huang:
Bagging to find better expansion words. NLPKE 2010: 1-8 - [c9]Qi Zhang, Yue Zhang, Haomin Yu, Xuanjing Huang:
Efficient partial-duplicate detection based on sequence matching. SIGIR 2010: 675-682 - [c8]Yaqian Zhou, Mengjing Jiang, Qi Zhang, Xuanjing Huang, Lide Wu:
Selective recrawling for object-level vertical search. WWW 2010: 1221-1222
2000 – 2009
- 2009
- [c7]Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu:
Phrase Dependency Parsing for Opinion Mining. EMNLP 2009: 1533-1541 - [c6]Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu:
Sparse higher order conditional random fields for improved sequence labeling. ICML 2009: 849-856 - [c5]Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara
, Joseph Johnson, Xuanjing Huang:
Mining product reviews based on shallow dependency parsing. SIGIR 2009: 726-727 - [c4]Qi Zhang, Yang Shi, Xuanjing Huang, Lide Wu:
Template-independent wrapper for web forums. SIGIR 2009: 794-795 - 2008
- [j1]Qi Zhang, Xuanjing Huang, Lide Wu:
Sentiment Classification Using Supervised and Semi-Supervised Conditional Maximum Entropy Modeling. Int. J. Comput. Process. Orient. Lang. 21(4): 295-308 (2008) - [c3]Qi Zhang, Xipeng Qiu
, Xuanjing Huang, Lide Wu:
Domain Adaptation for Conditional Random Fields. AIRS 2008: 192-202 - [c2]Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu:
Graph Mutual Reinforcement Based Bootstrapping. AIRS 2008: 203-212 - 2007
- [c1]Qi Zhang, Bingqing Wang, Lide Wu, Xuanjing Huang:
FDU at TREC 2007: Opinion Retrieval of Blog Track. TREC 2007
Coauthor Index

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