Qi Zhang

490 papers A* 85A 11B 28Misc 2Journal 225Unranked 137
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress.
WWW
Zhiheng Xi, Chenyang Liao, Guanyu Li, Zhihao Zhang, Wenxiang Chen, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents.
CoRR
Zhaopeng Feng, Liangcai Su, Zhen Zhang, Xinyu Wang, Xiaotian Zhang, Xiaobin Wang, Runnan Fang, Qi Zhang, Baixuan Li, Shihao Cai, Rui Ye, Hui Chen, Yong Jiang, Joey Tianyi Zhou, Chenxiong Qian, Pengjun Xie, Bryan Hooi, Zuozhu Liu, Jingren Zhou
2026 J jnl
CCTU: A Benchmark for Tool Use under Complex Constraints.
CoRR
Junjie Ye, Guoqiang Zhang, Wenjie Fu, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
CL-bench: A Benchmark for Context Learning.
CoRR
Shihan Dou, Ming Zhang, Zhangyue Yin, Chenhao Huang, Yujiong Shen, Junzhe Wang, Jiayi Chen, Yuchen Ni, Junjie Ye, Cheng Zhang, Huaibing Xie, Jianglu Hu, Shaolei Wang, Weichao Wang, Yanling Xiao, Yiting Liu, Zenan Xu, Zhen Guo, Pluto Zhou, Tao Gui, Zuxuan Wu, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Di Wang, Shunyu Yao
2026 J jnl
Can Deep Research Agents Retrieve and Organize? Evaluating the Synthesis Gap with Expert Taxonomies.
CoRR
Ming Zhang, Jiabao Zhuang, Wenqing Jing, Kexin Tan, Ziyu Kong, Jingyi Deng, Yujiong Shen, Yuhang Zhao, Ning Luo, Renzhe Zheng, Jiahui Lin, Mingqi Wu, Long Ma, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
Can RL Improve Generalization of LLM Agents? An Empirical Study.
CoRR
Zhiheng Xi, Xin Guo, Jiaqi Liu, Jiazheng Zhang, Yutao Fan, Zhihao Zhang, Shichun Liu, Mingxu Chai, Xiaowei Shi, Yitao Zhai, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
ChartE
CoRR
Shuo Li, Jiajun Sun, Zhekai Wang, Xiaoran Fan, Hui Li, Dingwen Yang, Zhiheng Xi, Yijun Wang, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
DFPO: Scaling Value Modeling via Distributional Flow towards Robust and Generalizable LLM Post-Training.
CoRR
Dingwei Zhu, Zhiheng Xi, Shihan Dou, Jiahan Li, Chenhao Huang, Junjie Ye, Sixian Li, Mingxu Chai, Yuhui Wang, Yajie Yang, Ming Zhang, Jiazheng Zhang, Shichun Liu, Caishuang Huang, Yunke Zhang, Yuran Wang, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2026 J jnl
Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models.
CoRR
Ningyu Xu, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2026 J jnl
FRoM-W1: Towards General Humanoid Whole-Body Control with Language Instructions.
CoRR
Peng Li, Zihan Zhuang, Yangfan Gao, Yi Dong, Sixian Li, Changhao Jiang, Shihan Dou, Zhiheng Xi, Enyu Zhou, Jixuan Huang, Hui Li, Jingjing Gong, Xingjun Ma, Tao Gui, Zuxuan Wu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu
2026 J jnl
FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval.
CoRR
Caishuang Huang, Yang Qiao, Rongyu Zhang, Junjie Ye, Pu Lu, Wenxi Wu, Meng Zhou, Xiku Du, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees.
CoRR
Yuhui Wang, Zhixiong Yang, Ming Zhang, Shihan Dou, Zhiheng Xi, Enyu Zhou, Senjie Jin, Yujiong Shen, Dingwei Zhu, Yi Dong, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models.
CoRR
Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2026 J jnl
MagicAgent: Towards Generalized Agent Planning.
CoRR
Xuhui Ren, Shaokang Dong, Chen Yang, Qing Gao, Yunbin Zhao, Yongsheng Liu, Xinwei Geng, Xiang Li, Demei Yan, Yanqing Li, Chenhao Huang, Dingwei Zhu, Junjie Ye, Boxuan Yue, Yingnan Fu, Mengzhe Lv, Zezeng Feng, Boshen Zhou, Bocheng Wang, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Yunke Zhang
2026 A* conf
MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning.
AAAI
Zhiheng Xi, Yuhui Wang, Yiwen Ding, Guanyu Li, Senjie Jin, Shichun Liu, Jixuan Huang, Dingwen Yang, Jiafu Tang, Boyang Hong, Junjie Ye, Shihan Dou, Ming Zhang, Jian Guan, Wei Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control.
CoRR
Changhao Jiang, Jiahao Chen, Zhenghao Xiang, Zhixiong Yang, Hanchen Wang, Jiabao Zhuang, Xinmeng Che, Jiajun Sun, Hui Li, Yifei Cao, Shihan Dou, Ming Zhang, Junjie Ye, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding.
CoRR
Deming Ding, Shichun Liu, Enhui Yang, Jiahang Lin, Ziying Chen, Shihan Dou, Honglin Guo, Weiyu Cheng, Pengyu Zhao, Chengjun Xiao, Qunhong Zeng, Qi Zhang, Xuanjing Huang, Qidi Xu, Tao Gui
2026 J jnl
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment.
CoRR
Ming Zhang, Kexin Tan, Yueyuan Huang, Yujiong Shen, Chunchun Ma, Li Ju, Xinran Zhang, Yuhui Wang, Wenqing Jing, Jingyi Deng, Huayu Sha, Binze Hu, Jingqi Tong, Changhao Jiang, Yage Geng, Yuankai Ying, Yue Zhang, Zhangyue Yin, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2026 J jnl
Opinion intervention of heterogeneous Deffuant-Weisbuch model in social networks via dual leadership.
Autom.
Qi Zhang, Lin Wang, Xiaofan Wang
2026 J jnl
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models.
CoRR
Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin
2026 A* conf
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination.
AAAI
Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Huijie Lv, Ming Zhang, Yanwei Fu, Qin Liu, Songyang Zhang, Qi Zhang
2026 J jnl
SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents.
CoRR
Yujiong Shen, Yajie Yang, Zhiheng Xi, Binze Hu, Huayu Sha, Jiazheng Zhang, Qiyuan Peng, Junlin Shang, Jixuan Huang, Yutao Fan, Jingqi Tong, Shihan Dou, Ming Zhang, Lei Bai, Zhenfei Yin, Tao Gui, Xingjun Ma, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2026 J jnl
Steering LLMs via Scalable Interactive Oversight.
CoRR
Enyu Zhou, Zhiheng Xi, Long Ma, Zhihao Zhang, Shihan Dou, Zhikai Lei, Guoteng Wang, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2026 A* conf
Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model.
AAAI
Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao
2026 — conf
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction.
EACL (Findings)
Chong Zhang, Yixi Zhao, Yulu Xie, Chenshu Yuan, Yi Tu, Ya Guo, Mingxu Chai, Ziyu Shen, Yue Zhang, Qi Zhang
2026 J jnl
What is wrong with your code generated by large language models? An extensive study.
Sci. China Inf. Sci.
Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Muling Wu, Yunbo Tao, Ming Zhang, Mingxu Chai, Jessica Fan, Zhiheng Xi, Rui Zheng, Yueming Wu, Ming Wen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2026 J jnl
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment.
CoRR
Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models.
CoRR
Chong Zhang, Yue Deng, Xiang Lin, Bin Wang, Dianwen Ng, Hai Ye, Xingxuan Li, Yao Xiao, Zhanfeng Mo, Qi Zhang, Lidong Bing
2025 J jnl
A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models.
CoRR
Junjie Ye, Caishuang Huang, Zhuohan Chen, Wenjie Fu, Chenyuan Yang, Leyi Yang, Yilong Wu, Peng Wang, Meng Zhou, Xiaolong Yang, Tao Gui, Qi Zhang, Zhongchao Shi, Jianping Fan, Xuanjing Huang
2025 J jnl
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning.
CoRR
Hongwei Liu, Junnan Liu, Shudong Liu, Haodong Duan, Yuqiang Li, Mao Su, Xiaohong Liu, Guangtao Zhai, Xinyu Fang, Qianhong Ma, Taolin Zhang, Zihan Ma, Yufeng Zhao, Peiheng Zhou, Linchen Xiao, Wenlong Zhang, Shijie Zhou, Xingjian Ma, Siqi Sun, Jiaye Ge, Meng Li, Yuhong Liu, Jianxin Dong, Jiaying Li, Hui Wu, Hanwen Liang, Jintai Lin, Yanting Wang, Jie Dong, Tong Zhu, Tianfan Fu, Conghui He, Qi Zhang, Songyang Zhang, Lei Bai, Kai Chen
2025 J jnl
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning.
CoRR
Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Honglin Guo, Jiaqi Liu, Rui Zheng, Junjie Ye, Jiazheng Zhang, Wenxiang Chen, Wei He, Yiwen Ding, Guanyu Li, Zehui Chen, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Tao Gui, Zuxuan Wu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2025 — conf
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments.
ACL (1)
Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Xin Guo, Dingwen Yang, Chenyang Liao, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang
2025 J jnl
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress.
CoRR
Zhiheng Xi, Chenyang Liao, Guanyu Li, Yajie Yang, Wenxiang Chen, Zhihao Zhang, Binghai Wang, Senjie Jin, Yuhao Zhou, Jian Guan, Wei Wu, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning.
AAAI
Shihan Dou, Yan Liu, Enyu Zhou, Songyang Gao, Tianlong Li, Limao Xiong, Xin Zhao, Haoxiang Jia, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels.
EMNLP
Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025 J jnl
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels.
CoRR
Junjie Ye, Yuming Yang, Yang Nan, Shuo Li, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2025 J jnl
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping.
CoRR
Zhiheng Xi, Xin Guo, Yang Nan, Enyu Zhou, Junrui Shen, Wenxiang Chen, Jiaqi Liu, Jixuan Huang, Zhihao Zhang, Honglin Guo, Xun Deng, Zhikai Lei, Miao Zheng, Guoteng Wang, Shuo Zhang, Peng Sun, Rui Zheng, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset.
CoRR
Zhiheng Xi, Guanyu Li, Yutao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, Jingchao Ding, Wangmeng Zuo, Zhenfei Yin, Lei Bai, Tao Ji, Tao Gui, Qi Zhang, Philip Torr, Xuanjing Huang
2025 — conf
Better Process Supervision with Bi-directional Rewarding Signals.
ACL (Findings)
Wenxiang Chen, Wei He, Zhiheng Xi, Honglin Guo, Boyang Hong, Jiazheng Zhang, Nijun Li, Tao Gui, Yun Li, Qi Zhang, Xuanjing Huang
2025 J jnl
Better Process Supervision with Bi-directional Rewarding Signals.
CoRR
Wenxiang Chen, Wei He, Zhiheng Xi, Honglin Guo, Boyang Hong, Jiazheng Zhang, Rui Zheng, Nijun Li, Tao Gui, Yun Li, Qi Zhang, Xuanjing Huang
2025 B conf
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
COLING
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
2025 — conf
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law.
ACL (1)
Qiming Ge, Shuhao Xing, Songyang Gao, Yunhua Zhou, Yicheng Zou, Songyang Zhang, Zhi Chen, Hang Yan, Qi Zhang, Qipeng Guo, Kai Chen
2025 J jnl
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law.
CoRR
Qiming Ge, Shuhao Xing, Songyang Gao, Yunhua Zhou, Yicheng Zou, Songyang Zhang, Zhi Chen, Hang Yan, Qi Zhang, Qipeng Guo, Kai Chen
2025 J jnl
Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning.
CoRR
Jingqi Tong, Jixin Tang, Hangcheng Li, Yurong Mou, Ming Zhang, Jun Zhao, Yanbo Wen, Fan Song, Jiahao Zhan, Yuyang Lu, Chaoran Tao, Zhiyuan Guo, Jizhou Yu, Tianhao Cheng, Changhao Jiang, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Weifeng Ge, Guanhua Chen, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2025 J jnl
Compression Hacking: A Supplementary Perspective on Informatics Metric of Language Models from Geometric Distortion.
CoRR
Jianxiang Zang, Meiling Ning, Yongda Wei, Shihan Dou, Jiazheng Zhang, Nijia Mo, Binhong Li, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Counteracting Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing.
CoRR
Xin Guo, Zhiheng Xi, Yiwen Ding, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
CritiQ: Mining Data Quality Criteria from Human Preferences.
CoRR
Honglin Guo, Kai Lv, Qipeng Guo, Tianyi Liang, Zhiheng Xi, Demin Song, Qi Zhang, Yu Sun, Kai Chen, Xipeng Qiu, Tao Gui
2025 J jnl
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning.
CoRR
Zhiheng Xi, Jixuan Huang, Xin Guo, Boyang Hong, Dingwen Yang, Xiaoran Fan, Shuo Li, Zehui Chen, Junjie Ye, Siyu Yuan, Zhengyin Du, Xuesong Yao, Yufei Xu, Jiecao Chen, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Distill Visual Chart Reasoning Ability from LLMs to MLLMs.
EMNLP (Findings)
Wei He, Zhiheng Xi, Wanxu Zhao, Xiaoran Fan, Yiwen Ding, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
DocFusion: A Unified Framework for Document Parsing Tasks.
ACL (Findings)
Mingxu Chai, Ziyu Shen, Chong Zhang, Yue Zhang, Xiao Wang, Shihan Dou, Jihua Kang, Jiazheng Zhang, Qi Zhang
2025 J jnl
Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation.
CoRR
Yi Lu, Wanxu Zhao, Xin Zhou, Chenxin An, Chenglong Wang, Shuo Li, Yuming Yang, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving.
CoRR
Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, Cheng Zhong, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Yonghui Wu, Xuanjing Huang
2025 — conf
EvoWiki: Evaluating LLMs on Evolving Knowledge.
ACL (1)
Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao
2025 J jnl
Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments.
CoRR
Junjie Ye, Changhao Jiang, Zhengyin Du, Yufei Xu, Xuesong Yao, Zhiheng Xi, Xiaoran Fan, Qi Zhang, Xuanjing Huang, Jiecao Chen
2025 J jnl
From Scores to Preferences: Redefining MOS Benchmarking for Speech Quality Reward Modeling.
CoRR
Yifei Cao, Changhao Jiang, Jiabao Zhuang, Jiajun Sun, Ming Zhang, Zhiheng Xi, Hui Li, Shihan Dou, Yuran Wang, Yunke Zhang, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety.
EMNLP
Chenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang, Shihan Dou, Fan Mo, Jie Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs.
ICLR
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
2025 J jnl
Human-like conceptual representations emerge from language prediction.
CoRR
Ningyu Xu, Qi Zhang, Chao Du, Qiang Luo, Xipeng Qiu, Xuanjing Huang, Menghan Zhang
2025 — conf
Improving RL Exploration for LLM Reasoning Through Retrospective Replay.
NLPCC (1)
Shihan Dou, Muling Wu, Jingwen Xu, Rui Zheng, Tao Gui, Qi Zhang
2025 J jnl
Improving RL Exploration for LLM Reasoning through Retrospective Replay.
CoRR
Shihan Dou, Muling Wu, Jingwen Xu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A conf
Knowledge Rumination for Client Utility Evaluation in Heterogeneous Federated Learning.
ICME
Xiaorui Jiang, Yu Gao, Hengwei Xu, Qi Zhang, Yong Liao, Peng Yuan Zhou
2025 J jnl
LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models.
CoRR
Ming Zhang, Yujiong Shen, Jingyi Deng, Yuhui Wang, Yue Zhang, Junzhe Wang, Shichun Liu, Shihan Dou, Huayu Sha, Qiyuan Peng, Changhao Jiang, Jingqi Tong, Yilong Wu, Zhihao Zhang, Mingqi Wu, Zhiheng Xi, Mingxu Chai, Tao Liang, Zhihui Fei, Zhen Wang, Mingyang Wan, Guojun Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation.
EMNLP (Findings)
Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation.
CoRR
Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert.
EMNLP
Guanyu Li, Zhiheng Xi, Zhihao Zhang, Boyang Hong, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling.
ACL (1)
Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
MDAR: A Multi-scene Dynamic Audio Reasoning Benchmark.
CoRR
Hui Li, Changhao Jiang, Hongyu Wang, Ming Zhang, Jiajun Sun, Zhixiong Yang, Yifei Cao, Shihan Dou, Xiaoran Fan, Baoyu Fan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning.
CoRR
Liujian Tang, Shaokang Dong, Yijia Huang, Minqi Xiang, Hongtao Ruan, Bin Wang, Shuo Li, Zhiheng Xi, Zhihui Cao, Hailiang Pang, Heng Kong, He Yang, Mingxu Chai, Zhilin Gao, Xingyu Liu, Yingnan Fu, Jiaming Liu, Xuanjing Huang, Yu-Gang Jiang, Tao Gui, Qi Zhang, Kang Wang, Yunke Zhang, Yuran Wang
2025 — conf
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric.
ACL (1)
Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric.
CoRR
Yuming Yang, Yang Nan, Junjie Ye, Shihan Dou, Xiao Wang, Shuo Li, Huijie Lv, Mingqi Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Memory in the Age of AI Agents.
CoRR
Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025 — conf
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations.
EMNLP (Findings)
Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations.
CoRR
Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling.
NAACL (Long Papers)
Yiwen Ding, Zhiheng Xi, Wei He, Lizhuoyuan Lizhuoyuan, Yitao Zhai, Shi Xiaowei, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2025 — conf
Multi-Programming Language Sandbox for LLMs.
ACL (3)
Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Weikang Zhou, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Zhiheng Xi, Muling Wu, Rui Zheng, Changze Lv, Limao Xiong, Shaoqing Zhang, Lin Zhang, WenYu Zhan, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2025 — conf
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts.
ACL (Findings)
Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang, Yilong Wu, Shihan Dou, Qinhao Chen, Zhiheng Xi, Zhihao Zhang, Yi Dong, Zhen Wang, Zhihui Fei, Mingyang Wan, Tao Liang, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang
2025 J jnl
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts.
CoRR
Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang, Yilong Wu, Shihan Dou, Qinhao Chen, Zhiheng Xi, Zhihao Zhang, Yi Dong, Zhen Wang, Zhihui Fei, Mingyang Wan, Tao Liang, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang
2025 A* conf
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning.
EMNLP
Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning.
CoRR
Senjie Jin, Lu Chen, Zhiheng Xi, Yuhui Wang, Sirui Song, Yuhao Zhou, Xinbo Zhang, Peng Sun, Hong Lu, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Pre-Trained Policy Discriminators are General Reward Models.
CoRR
Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen
2025 J jnl
Predicting Large Language Model Capabilities on Closed-Book QA Tasks Using Only Information Available Prior to Training.
CoRR
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
2025 A* conf
RMB: Comprehensively benchmarking reward models in LLM alignment.
ICLR
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
2025 J jnl
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination.
CoRR
Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Yanwei Fu, Qin Liu, Songyang Zhang, Qi Zhang
2025 J jnl
Reinforcement Fine-Tuning Enables MLLMs Learning Novel Tasks Stably.
CoRR
Zhihao Zhang, Qiaole Dong, Qi Zhang, Jun Zhao, Enyu Zhou, Zhiheng Xi, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Yanwei Fu, Tao Ji, Tao Gui, Xuanjing Huang
2025 J jnl
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models.
CoRR
Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Speech-Language Models with Decoupled Tokenizers and Multi-Token Prediction.
CoRR
Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents.
CoRR
Changhao Jiang, Jiajun Sun, Yifei Cao, Jiabao Zhuang, Hui Li, Xiaoran Fan, Ming Zhang, Junjie Ye, Shihan Dou, Zhiheng Xi, Jingqi Tong, Yilong Wu, Baoyu Fan, Zhen Wang, Tao Liang, Zhihui Fei, Mingyang Wan, Guojun Ma, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 A* conf
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation.
EMNLP
Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu
2025 J jnl
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation.
CoRR
Daiye Miao, Yufang Liu, Jie Wang, Changzhi Sun, Yunke Zhang, Demei Yan, Shaokang Dong, Qi Zhang, Yuanbin Wu
2025 — conf
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use.
EMNLP (Findings)
Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2025 J jnl
The Role of Entropy in Visual Grounding: Analysis and Optimization.
CoRR
Shuo Li, Jiajun Sun, Zhihao Zhang, Xiaoran Fan, Senjie Jin, Hui Li, Yuming Yang, Junjie Ye, Lixing Shen, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
The rise and potential of large language model based agents: a survey.
Sci. China Inf. Sci.
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, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Qi Zhang, Tao Gui
2025 B conf
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios.
COLING
Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui, Xuanjing Huang
2025 — conf
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use.
ACL (1)
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
2025 J jnl
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use.
CoRR
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
2025 J jnl
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks.
CoRR
Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang
2025 — conf
Toward Optimal LLM Alignments Using Two-Player Games.
EMNLP (Findings)
Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Yang Liu, Hang Li
2025 — conf
Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs.
ACL (1)
Tao Ji, Bin Guo, Yuanbin Wu, Qipeng Guo, Shenlixing Shenlixing, Chenzhan Chenzhan, Xipeng Qiu, Qi Zhang, Tao Gui
2025 J jnl
Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs.
CoRR
Tao Ji, Bin Guo, Yuanbin Wu, Qipeng Guo, Lixing Shen, Zhan Chen, Xipeng Qiu, Qi Zhang, Tao Gui
2025 J jnl
Two Minds Better Than One: Collaborative Reward Modeling for LLM Alignment.
CoRR
Jiazheng Zhang, Wenqing Jing, Zizhuo Zhang, Zhiheng Xi, Shihan Dou, Rongxiang Weng, Jiahuan Li, Jingang Wang, Mingxu Chai, Shibo Hong, Tao Gui, Qi Zhang
2025 — conf
Visual Sketchbook: Enhancing Chart-to-Code Generation via Reflective Refinement.
NLPCC (2)
Junzhe Wang, Zhiheng Xi, Wei He, Dingwei Zhu, Shihan Dou, Tao Gui, Qi Zhang
2025 J jnl
WisPaper: Your AI Scholar Search Engine.
CoRR
Li Ju, Jun Zhao, Mingxu Chai, Ziyu Shen, Xiangyang Wang, Yage Geng, Chunchun Ma, Hao Peng, Guangbin Li, Tao Li, Chengyong Liao, Fu Wang, Xiaolong Wang, Junshen Chen, Rui Gong, Shijia Liang, Feiyan Li, Ming Zhang, Kexin Tan, Junjie Ye, Zhiheng Xi, Shihan Dou, Tao Gui, Yuankai Ying, Yang Shi, Yue Zhang, Qi Zhang
2025 J jnl
WorldPM: Scaling Human Preference Modeling.
CoRR
Binghai Wang, Runji Lin, Keming Lu, Le Yu, Zhenru Zhang, Fei Huang, Chujie Zheng, Kai Dang, Yang Fan, Xingzhang Ren, An Yang, Binyuan Hui, Dayiheng Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Bowen Yu, Jingren Zhou, Junyang Lin
2024 Misc conf
A Soft Contrastive Learning-Based Prompt Model for Few-Shot Sentiment Analysis.
ICASSP
Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution.
CoRR
Nuo Xu, Jun Zhao, Can Zu, Sixian Li, Lu Chen, Zhihao Zhang, Rui Zheng, Shihan Dou, Wenjuan Qin, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments.
CoRR
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
2024 J jnl
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle.
CoRR
Rong Bao, Rui Zheng, Shihan Dou, Xiao Wang, Enyu Zhou, Bo Wang, Qi Zhang, Liang Ding, Dacheng Tao
2024 J jnl
Are Large Language Models Good Prompt Optimizers?
CoRR
Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
BehaMiner: System Behavior Mining for Audit Log Based on Graph Learning.
WASA (1)
Xiu Ma, Xiaoze Liu, Ce Li, Ziyang Yu, Qi Zhang, Qiujian Lv, Yan Wang, Jianguo Jiang
2024 J jnl
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.
CoRR
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
2024 J jnl
CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process.
Jie Zhou, Yuanbiao Lin, Qin Chen, Qi Zhang, Xuanjing Huang, Liang He
2024 — conf
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing.
NLPCC (1)
Shihan Dou, Songyang Gao, Tao Gui, Qi Zhang
2024 J jnl
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models.
CoRR
Huijie Lv, Xiao Wang, Yuansen Zhang, Caishuang Huang, Shihan Dou, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Distill Visual Chart Reasoning Ability from LLMs to MLLMs.
CoRR
Wei He, Zhiheng Xi, Wanxu Zhao, Xiaoran Fan, Yiwen Ding, Zifei Shan, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
DocFusion: A Unified Framework for Document Parsing Tasks.
CoRR
Mingxu Chai, Ziyu Shen, Chong Zhang, Yue Zhang, Xiao Wang, Shihan Dou, Jihua Kang, Jiazheng Zhang, Qi Zhang
2024 — conf
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis.
LREC/COLING
Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis.
CoRR
Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models.
CoRR
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
2024 J jnl
Empirical Insights on Fine-Tuning Large Language Models for Question-Answering.
CoRR
Junjie Ye, Yuming Yang, Qi Zhang, Tao Gui, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan
2024 — conf
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild.
ACL (1)
Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision.
CoRR
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
2024 — conf
Enhancing News Recommendation with Real-Time Feedback and Generative Sequence Modeling.
RecSys Challenge
Qi Zhang, Jieming Zhu, Jiansheng Sun, Guohao Cai, Ruining Yu, Bangzheng He, Liangbi Li
2024 J jnl
EvoWiki: Evaluating LLMs on Evolving Knowledge.
CoRR
Wei Tang, Yixin Cao, Yang Deng, Jiahao Ying, Bo Wang, Yizhe Yang, Yuyue Zhao, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Yong Liao
2024 A* conf
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems.
EMNLP
Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang
2024 J jnl
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning.
CoRR
Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing Huang
2024 J jnl
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs.
CoRR
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
2024 A* conf
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning.
EMNLP
Lu Chen, Rui Zheng, Binghai Wang, Senjie Jin, Caishuang Huang, Junjie Ye, Zhihao Zhang, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 A* conf
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning.
ICLR
Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data.
EMNLP (Findings)
Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang
2024 J jnl
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data.
CoRR
Han Xia, Songyang Gao, Qiming Ge, Zhiheng Xi, Qi Zhang, Xuanjing Huang
2024 J jnl
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition.
CoRR
Junjie Ye, Nuo Xu, Yikun Wang, Jie Zhou, Qi Zhang, Tao Gui, Xuanjing Huang
2024 A* conf
LLMEval: A Preliminary Study on How to Evaluate Large Language Models.
AAAI
Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
LLaMA Beyond English: An Empirical Study on Language Capability Transfer.
CoRR
Jun Zhao, Zhihao Zhang, Luhui Gao, Qi Zhang, Tao Gui, Xuanjing Huang
2024 A* conf
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration.
EMNLP
Jun Zhao, Can Zu, Xu Hao, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
Length Generalization of Causal Transformers without Position Encoding.
ACL (Findings)
Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang
2024 J jnl
Length Generalization of Causal Transformers without Position Encoding.
CoRR
Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui, Qi Zhang, Xuanjing Huang, Xiaoling Wang
2024 A* conf
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback.
ICML
Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin
2024 J jnl
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback.
CoRR
Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin
2024 — conf
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin.
ACL (1)
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
2024 J jnl
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration.
CoRR
Jun Zhao, Can Zu, Hao Xu, Yi Lu, Wei He, Yiwen Ding, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
LongHeads: Multi-Head Attention is Secretly a Long Context Processor.
EMNLP (Findings)
Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
LongHeads: Multi-Head Attention is Secretly a Long Context Processor.
CoRR
Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
Making Harmful Behaviors Unlearnable for Large Language Models.
ACL (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
MetaRM: Shifted Distributions Alignment via Meta-Learning.
CoRR
Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang Jia, Limao Xiong, Xin Zhao, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling.
CoRR
Yiwen Ding, Zhiheng Xi, Wei He, Zhuoyuan Li, Yitao Zhai, Xiaowei Shi, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang
2024 A* conf
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding.
EMNLP
Chong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui
2024 J jnl
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding.
CoRR
Chong Zhang, Yi Tu, Yixi Zhao, Chenshu Yuan, Huan Chen, Yue Zhang, Mingxu Chai, Ya Guo, Huijia Zhu, Qi Zhang, Tao Gui
2024 J jnl
MouSi: Poly-Visual-Expert Vision-Language Models.
CoRR
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
2024 J jnl
Multi-Programming Language Sandbox for LLMs.
CoRR
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
2024 — conf
Navigating the OverKill in Large Language Models.
ACL (1)
Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin
2024 J jnl
Navigating the OverKill in Large Language Models.
CoRR
Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin
2024 — conf
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks.
LREC/COLING
Yuhao Zhou, Wenxiang Chen, Rui Zheng, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe.
CoRR
Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang
2024 — conf
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization.
ACL (Findings)
Yuansen Zhang, Xiao Wang, Tianze Chen, Jiayi Fu, Tao Gui, Qi Zhang
2024 — conf
PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph.
LREC/COLING
Kun Wu, Xinyi Mou, Lanqing Xue, Zhenzhe Ying, Weiqiang Wang, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2024 — conf
PDF-to-Tree: Parsing PDF Text Blocks into a Tree.
EMNLP (Findings)
Yue Zhang, Zhihao Zhang, Wenbin Lai, Chong Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment.
CoRR
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
2024 — conf
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation.
ACL (Student Research Workshop)
Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu
2024 J jnl
Rethinking the Evaluation of Pre-trained Text-and-Layout Models from an Entity-Centric Perspective.
CoRR
Chong Zhang, Yixi Zhao, Chenshu Yuan, Yi Tu, Ya Guo, Qi Zhang
2024 — conf
Reward Modeling Requires Automatic Adjustment Based on Data Quality.
EMNLP (Findings)
Binghai Wang, Rui Zheng, Lu Chen, Zhiheng Xi, Wei Shen, Yuhao Zhou, Dong Yan, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions.
LREC/COLING
Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions.
CoRR
Yuansen Zhang, Xiao Wang, Zhiheng Xi, Han Xia, Tao Gui, Qi Zhang, Xuanjing Huang
2024 A* conf
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning.
EMNLP
Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning.
CoRR
Junjie Ye, Yilong Wu, Songyang Gao, Caishuang Huang, Sixian Li, Guanyu Li, Xiaoran Fan, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance.
CoRR
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
2024 J jnl
Secrets of RLHF in Large Language Models Part II: Reward Modeling.
CoRR
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
2024 — conf
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models.
NAACL-HLT (Findings)
Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models.
CoRR
Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback.
CoRR
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
2024 — conf
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback.
ACL (1)
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
2024 — conf
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals.
LREC/COLING
Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals.
CoRR
Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use.
CoRR
Junjie Ye, Yilong Wu, Sixian Li, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Peng Wang, Zhongchao Shi, Jianping Fan, Zhengyin Du
2024 J jnl
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios.
CoRR
Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Qi Zhang, Tao Gui, Xuanjing Huang
2024 — conf
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages.
ACL (1)
Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages.
CoRR
Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
Toward Optimal LLM Alignments Using Two-Player Games.
CoRR
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
2024 A* conf
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning.
ICML
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
2024 J jnl
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning.
CoRR
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
2024 A* conf
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities.
EMNLP
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
2024 J jnl
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities.
CoRR
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
2024 A* conf
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents.
ACM Multimedia
Yi Tu, Chong Zhang, Ya Guo, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang
2024 J jnl
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents.
CoRR
Yi Tu, Chong Zhang, Ya Guo, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang
2024 — conf
Uncertainty Aware Learning for Language Model Alignment.
ACL (1)
Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao
2024 J jnl
Uncertainty Aware Learning for Language Model Alignment.
CoRR
Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao
2024 — conf
Unveiling Linguistic Regions in Large Language Models.
ACL (1)
Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang
2024 J jnl
Unveiling Linguistic Regions in Large Language Models.
CoRR
Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang
2024 A* conf
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs.
EMNLP
Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs.
CoRR
Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning.
CoRR
Xiao Wang, Tianze Chen, Xianjun Yang, Qi Zhang, Xun Zhao, Dahua Lin
2024 J jnl
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study.
CoRR
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
2023 J jnl
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.
CoRR
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
2023 — conf
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition.
ACL (Findings)
Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
2023 J jnl
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition.
CoRR
Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
2023 J jnl
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis.
CoRR
Jingyi Zhou, Jie Zhou, Jiabao Zhao, Siyin Wang, Haijun Shan, Gui Tao, Qi Zhang, Xuanjing Huang
2023 J jnl
A benchmark for automatic medical consultation system: frameworks, tasks and datasets.
Bioinform.
Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2023 — conf
Actively Supervised Clustering for Open Relation Extraction.
ACL (1)
Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, Zhongyu Wei, Minlong Peng, Mingming Sun
2023 J jnl
Actively Supervised Clustering for Open Relation Extraction.
CoRR
Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, Zhongyu Wei, Minlong Peng, Mingming Sun
2023 — conf
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization.
EMNLP (Findings)
Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2023 J jnl
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization.
CoRR
Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2023 A* conf
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation.
EMNLP
Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023 J jnl
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation.
CoRR
Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023 — conf
CASN: Class-Aware Score Network for Textual Adversarial Detection.
ACL (1)
Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao
2023 J jnl
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing.
CoRR
Songyang Gao, Shihan Dou, Junjie Shan, Qi Zhang, Xuanjing Huang
2023 — conf
Characterizing the Impacts of Instances on Robustness.
ACL (Findings)
Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge
2023 — conf
Coarse-to-fine Few-shot Learning for Named Entity Recognition.
ACL (Findings)
Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023 — conf
Connectivity Patterns are Task Embeddings.
ACL (Findings)
Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, Zhongyu Wei, Minlong Peng, Mingming Sun, Qi Zhang, Tao Gui
2023 — conf
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization.
ACL (1)
Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan
2023 J jnl
DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization.
CoRR
Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan
2023 — conf
Detecting Adversarial Samples through Sharpness of Loss Landscape.
ACL (Findings)
Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang
2023 J jnl
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild.
CoRR
Ting Wu, Jingyi Liu, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023 — conf
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model.
ACL (Findings)
Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui
2023 J jnl
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model.
CoRR
Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui
2023 A* conf
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining.
EMNLP
Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023 J jnl
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining.
CoRR
Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei
2023 J jnl
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks.
CoRR
Xuanting Chen, Junjie Ye, Can Zu, Nuo Xu, Rui Zheng, Minlong Peng, Jie Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning.
CoRR
Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information.
EMNLP (Findings)
Wentao Zhou, Jun Zhao, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
Informative Prompt Learning for Low-Shot Commonsense Question Answering via Fine-Grained Redundancy Reduction.
ICONIP (14)
Zhikai Lei, Jie Zhou, Qin Chen, Qi Zhang, Liang He
2023 J jnl
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction.
CoRR
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
2023 J jnl
LLMEval: A Preliminary Study on How to Evaluate Large Language Models.
CoRR
Yue Zhang, Ming Zhang, Haipeng Yuan, Shichun Liu, Yongyao Shi, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER.
ACL (1)
Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023 J jnl
LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment.
CoRR
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
2023 — conf
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback.
EMNLP (Findings)
Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback.
CoRR
Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Making Harmful Behaviors Unlearnable for Large Language Models.
CoRR
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization.
ACL (Findings)
Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization.
CoRR
Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection.
ACL (Findings)
Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan
2023 J jnl
On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection.
CoRR
Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan
2023 — conf
One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling.
EMNLP (Findings)
Ruoxue Ma, Jiarong Xu, Xinnong Zhang, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023 — conf
Open Set Relation Extraction via Unknown-Aware Training.
ACL (1)
Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yun Wen Chen, Xiang Gao, Xuanjing Huang
2023 J jnl
Open Set Relation Extraction via Unknown-Aware Training.
CoRR
Jun Zhao, Xin Zhao, WenYu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yunwen Chen, Xiang Gao, Xuanjing Huang
2023 — conf
Orthogonal Subspace Learning for Language Model Continual Learning.
EMNLP (Findings)
Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023 J jnl
Orthogonal Subspace Learning for Language Model Continual Learning.
CoRR
Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang
2023 — ed.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023 - Tutorial Abstracts, Singapore, December 6-10, 2023
EMNLP (Tutorial Abstracts)
Qi Zhang, Hassan Sajjad
2023 — conf
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs.
ACL (1)
Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang
2023 J jnl
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs.
CoRR
Siyuan Wang, Zhongyu Wei, Meng Han, Zhihao Fan, Haijun Shan, Qi Zhang, Xuanjing Huang
2023 — conf
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction.
ACL (1)
Jun Zhao, WenYu Zhan, Xin Zhao, Qi Zhang, Tao Gui, Zhongyu Wei, Junzhe Wang, Minlong Peng, Mingming Sun
2023 J jnl
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction.
CoRR
Jun Zhao, WenYu Zhan, Xin Zhao, Qi Zhang, Tao Gui, Zhongyu Wei, Junzhe Wang, Minlong Peng, Mingming Sun
2023 A* conf
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction.
EMNLP
Chong Zhang, Ya Guo, Yi Tu, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang, Tao Gui
2023 J jnl
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction.
CoRR
Chong Zhang, Ya Guo, Yi Tu, Huan Chen, Jinyang Tang, Huijia Zhu, Qi Zhang, Tao Gui
2023 — conf
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms.
EMNLP (Findings)
Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms.
CoRR
Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Rescue: Ranking LLM Responses to Enhance Reasoning Over Context.
CoRR
Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu
2023 — conf
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification.
EMNLP (Findings)
Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang
2023 J jnl
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification.
CoRR
Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang, Tao Gui, Xuanjing Huang
2023 J jnl
Secrets of RLHF in Large Language Models Part I: PPO.
CoRR
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
2023 — conf
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement.
EMNLP (Findings)
Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Jia Liu, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement.
CoRR
Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Tao Gui, Qi Zhang, Xuanjing Huang
2023 J jnl
Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models.
CoRR
Xianjun Yang, Xiao Wang, Qi Zhang, Linda R. Petzold, William Yang Wang, Xun Zhao, Dahua Lin
2023 J jnl
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models.
CoRR
Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference.
EMNLP (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations.
ACL (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang
2023 J jnl
The Rise and Potential of Large Language Model Based Agents: A Survey.
CoRR
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
2023 A* conf
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View.
EMNLP
Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang
2023 — conf
Towards Understanding Omission in Dialogue Summarization.
ACL (1)
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui
2023 — conf
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language.
ACL (1)
Xinyi Mou, Zhongyu Wei, Qi Zhang, Xuanjing Huang
2023 — conf
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training.
ACL (1)
Zejun Li, Zhihao Fan, Jingjing Chen, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023 J jnl
Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths.
CoRR
Bolin Zhu, Xiaoze Liu, Xin Mao, Zhuo Chen, Lingbing Guo, Tao Gui, Qi Zhang
2023 — conf
Unleashing the Power of Language Models in Text-Attributed Graph.
EMNLP (Findings)
Haoyu Kuang, Jiarong Xu, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, Zhongyu Wei
2023 J jnl
Unveiling A Core Linguistic Region in Large Language Models.
CoRR
Jun Zhao, Zhihao Zhang, Yide Ma, Qi Zhang, Tao Gui, Luhui Gao, Xuanjing Huang
2022 J jnl
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets.
CoRR
Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2022 B conf
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis.
IJCNN
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
2022 J jnl
A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis.
CoRR
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
2022 B conf
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.
COLING
Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang
2022 J jnl
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.
CoRR
Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang
2022 B conf
A Progressive Framework for Role-Aware Rumor Resolution.
COLING
Lei Chen, Guanying Li, Zhongyu Wei, Yang Yang, Baohua Zhou, Qi Zhang, Xuanjing Huang
2022 B conf
A Structure-Aware Argument Encoder for Literature Discourse Analysis.
COLING
Yinzi Li, Wei Chen, Zhongyu Wei, Yujun Huang, Chujun Wang, Siyuan Wang, Qi Zhang, Xuanjing Huang, Libo Wu
2022 — conf
Abstains from Prediction: Towards Robust Relation Extraction in Real World.
CCL
Jun Zhao, Yongxin Zhang, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao
2022 — conf
An Exploration of Prompt-Based Zero-Shot Relation Extraction Method.
CCL
Jun Zhao, Yuan Hu, Nuo Xu, Tao Gui, Qi Zhang, Yunwen Chen, Xiang Gao
2022 J jnl
Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Qinzhuo Wu, Qi Zhang, Xuanjing Huang
2022 A* conf
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis.
KDD
Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang
2022 J jnl
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis.
CoRR
Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang
2022 — conf
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation.
ACL (1)
Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang
2022 B conf
Causal Intervention Improves Implicit Sentiment Analysis.
COLING
Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2022 J jnl
Causal Intervention Improves Implicit Sentiment Analysis.
CoRR
Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang
2022 A* conf
CausalInt: Causal Inspired Intervention for Multi-Scenario Recommendation.
KDD
Yichao Wang, Huifeng Guo, Bo Chen, Weiwen Liu, Zhirong Liu, Qi Zhang, Zhicheng He, Hongkun Zheng, Weiwei Yao, Muyu Zhang, Zhenhua Dong, Ruiming Tang
2022 A* conf
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
EMNLP
Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022 J jnl
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
CoRR
Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang
2022 B conf
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective.
COLING
Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Junjie Shan, Qi Zhang, Yueming Wu, Xuanjing Huang
2022 J jnl
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective.
CoRR
Shihan Dou, Rui Zheng, Ting Wu, Songyang Gao, Qi Zhang, Yueming Wu, Xuanjing Huang
2022 J jnl
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.
CoRR
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
2022 — conf
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.
ACL (Findings)
Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang
2022 J jnl
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.
CoRR
Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang
2022 — conf
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis.
SemEval@NAACL
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
2022 A* conf
Efficient Adversarial Training with Robust Early-Bird Tickets.
EMNLP
Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2022 J jnl
Efficient Adversarial Training with Robust Early-Bird Tickets.
CoRR
Zhiheng Xi, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
2022 A* conf
Enhancing Event-Level Sentiment Analysis with Structured Arguments.
SIGIR
Qi Zhang, Jie Zhou, Qin Chen, Qingchun Bai, Liang He
2022 J jnl
Enhancing Event-Level Sentiment Analysis with Structured Arguments.
CoRR
Qi Zhang, Jie Zhou, Qin Chen, Qinchun Bai, Liang He
2022 — conf
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning.
ACL (1)
Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang
2022 A* conf
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding.
EMNLP
Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang
2022 J jnl
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding.
CoRR
Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang
2022 B conf
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases.
COLING
Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022 J jnl
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER.
CoRR
Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2022 B conf
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering.
COLING
Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang
2022 J jnl
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering.
CoRR
Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang
2022 — conf
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective.
ACL (1)
Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022 J jnl
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective.
CoRR
Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang
2022 B conf
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks.
COLING
Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022 — conf
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation.
WWW (Companion Volume)
Yi Li, Jieming Zhu, Weiwen Liu, Liangcai Su, Guohao Cai, Qi Zhang, Ruiming Tang, Xi Xiao, Xiuqiang He
2022 J jnl
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation.
CoRR
Yi Li, Jieming Zhu, Weiwen Liu, Liangcai Su, Guohao Cai, Qi Zhang, Ruiming Tang, Xi Xiao, Xiuqiang He
2022 B conf
PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack.
COLING
Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022 A* conf
ProofInfer: Generating Proof via Iterative Hierarchical Inference.
EMNLP
Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang
2022 B conf
Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER.
COLING
Jun Zhao, Xin Zhao, WenYu Zhan, Tao Gui, Qi Zhang, Liang Qiao, Zhanzhan Cheng, Shiliang Pu
2022 — conf
Robust Lottery Tickets for Pre-trained Language Models.
ACL (1)
Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2022 J jnl
Robust Lottery Tickets for Pre-trained Language Models.
CoRR
Rui Zheng, Rong Bao, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang
2022 J jnl
Searching for Optimal Subword Tokenization in Cross-domain NER.
CoRR
Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang
2022 J jnl
Sentiment-aware multimodal pre-training for multimodal sentiment analysis.
Knowl. Based Syst.
Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Jingyi Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022 — conf
Template-free Prompt Tuning for Few-shot NER.
NAACL-HLT
Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang
2022 A* conf
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion.
EMNLP
Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang
2022 J jnl
Towards Understanding Omission in Dialogue Summarization.
CoRR
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li
2022 J jnl
Uncertainty-Aware Sequence Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Jiacheng Ye, Xiang Zhou, Xiaoqing Zheng, Tao Gui, Qi Zhang
2021 — conf
A Partition Filter Network for Joint Entity and Relation Extraction.
EMNLP (1)
Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei
2021 J jnl
A Partition Filter Network for Joint Entity and Relation Extraction.
CoRR
Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei
2021 — conf
A Relation-Oriented Clustering Method for Open Relation Extraction.
EMNLP (1)
Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou
2021 J jnl
A Relation-Oriented Clustering Method for Open Relation Extraction.
CoRR
Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou
2021 A* conf
AMM: Attentive Multi-field Matching for News Recommendation.
SIGIR
Qi Zhang, Qinglin Jia, Chuyuan Wang, Jingjie Li, Zhaowei Wang, Xiuqiang He
2021 — conf
An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving.
EMNLP (Findings)
Qinzhuo Wu, Qi Zhang, Zhongyu Wei
2021 Misc conf
Applications of Machine Learning Techniques in Genetic Circuit Design.
ICMLC
Jiajie Zhu, Qi Zhang, Babak Forouraghi, Xiao Wang
2021 — conf
Clustering-Augmented Multi-instance Learning for Neural Relation Extraction.
ECIR (2)
Qi Zhang, Siliang Tang, Jinquan Sun, Yu Wang, Lei Zhang
2021 J jnl
Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation.
IEEE Trans. Knowl. Data Eng.
Renfeng Ma, Xipeng Qiu, Qi Zhang, Xiangkun Hu, Yu-Gang Jiang, Xuanjing Huang
2021 — conf
Discrete Argument Representation Learning for Interactive Argument Pair Identification.
NAACL-HLT
Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang
2021 — conf
Heterogeneous Graph Neural Networks for Keyphrase Generation.
EMNLP (1)
Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang
2021 J jnl
Heterogeneous Graph Neural Networks for Keyphrase Generation.
CoRR
Jiacheng Ye, Ruijian Cai, Tao Gui, Qi Zhang
2021 J jnl
Information retrieval: a view from the Chinese IR community.
Frontiers Comput. Sci.
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
2021 — conf
Iterative GNN-based Decoder for Question Generation.
EMNLP (1)
Zichu Fei, Qi Zhang, Yaqian Zhou
2021 — conf
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning.
EMNLP (Findings)
Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang
2021 J jnl
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning.
CoRR
Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang
2021 — conf
Larger-Context Tagging: When and Why Does It Work?
NAACL-HLT
Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu
2021 J jnl
Larger-Context Tagging: When and Why Does It Work?
CoRR
Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu
2021 — conf
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training.
EMNLP (1)
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei
2021 J jnl
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training.
CoRR
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, Zhongyu Wei
2021 — conf
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining.
EMNLP (1)
Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang
2021 J jnl
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining.
CoRR
Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang
2021 — conf
Math Word Problem Solving with Explicit Numerical Values.
ACL/IJCNLP (1)
Qinzhuo Wu, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2021 — conf
One2Set: Generating Diverse Keyphrases as a Set.
ACL/IJCNLP (1)
Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang
2021 J jnl
One2Set: Generating Diverse Keyphrases as a Set.
CoRR
Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang
2021 A conf
Open Benchmarking for Click-Through Rate Prediction.
CIKM
Jieming Zhu, Jinyang Liu, Shuai Yang, Qi Zhang, Xiuqiang He
2021 J jnl
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models.
CoRR
Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021 A* conf
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT.
SIGIR
Qinglin Jia, Jingjie Li, Qi Zhang, Xiuqiang He, Jieming Zhu
2021 — conf
SENT: Sentence-level Distant Relation Extraction via Negative Training.
ACL/IJCNLP (1)
Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Xuanjing Huang, Yaqian Zhou
2021 J jnl
SENT: Sentence-level Distant Relation Extraction via Negative Training.
CoRR
Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang
2021 — conf
Searching Effective Transformer for Seq2Seq Keyphrase Generation.
NLPCC (2)
Yige Xu, Yichao Luo, Yicheng Zhou, Zhengyan Li, Qi Zhang, Xipeng Qiu, Xuanjing Huang
2021 — conf
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution.
EMNLP (1)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
2021 J jnl
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution.
CoRR
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
2021 J jnl
Template-free Prompt Tuning for Few-shot NER.
CoRR
Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021 — conf
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
ACL (demo)
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
2021 J jnl
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
CoRR
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, Xingwu 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
2021 — conf
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems.
EMNLP (1)
Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang
2021 J jnl
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems.
CoRR
Yicheng Zou, Zhihua Liu, Xingwu Hu, Qi Zhang
2021 A* conf
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
AAAI
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021 A* conf
UNBERT: User-News Matching BERT for News Recommendation.
IJCAI
Qi Zhang, Jingjie Li, Qinglin Jia, Chuyuan Wang, Jieming Zhu, Zhaowei Wang, Xiuqiang He
2021 A* conf
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
AAAI
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021 J jnl
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure.
CoRR
Lu Ji, Jing Li, Zhongyu Wei, Qi Zhang, Xuanjing Huang
2021 A* conf
Why Do We Click: Visual Impression-aware News Recommendation.
ACM Multimedia
Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2021 J jnl
Why Do We Click: Visual Impression-aware News Recommendation.
CoRR
Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2020 — conf
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving.
EMNLP (1)
Qinzhuo Wu, Qi Zhang, Jinlan Fu, Xuanjing Huang
2020 A* conf
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with
AAAI
Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang
2020 J jnl
FuxiCTR: An Open Benchmark for Click-Through Rate Prediction.
CoRR
Jieming Zhu, Jinyang Liu, Shuai Yang, Qi Zhang, Xiuqiang He
2020 B conf
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication.
COLING
Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
2020 — conf
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training.
NLPCC (1)
Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu, Xuanjing Huang
2020 A* conf
Leveraging Document-Level Label Consistency for Named Entity Recognition.
IJCAI
Tao Gui, Jiacheng Ye, Qi Zhang, Yaqian Zhou, Yeyun Gong, Xuanjing Huang
2020 B conf
Modeling Evolution of Message Interaction for Rumor Resolution.
COLING
Lei Chen, Zhongyu Wei, Jing Li, Baohua Zhou, Qi Zhang, Xuanjing Huang
2020 — conf
PathQG: Neural Question Generation from Facts.
EMNLP (1)
Siyuan Wang, Zhongyu Wei, Zhihao Fan, Zengfeng Huang, Weijian Sun, Qi Zhang, Xuanjing Huang
2020 A conf
Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering.
WSDM
Jinlan Fu, Yi Li, Qi Zhang, Qinzhuo Wu, Renfeng Ma, Xuanjing Huang, Yu-Gang Jiang
2020 — conf
RethinkCWS: Is Chinese Word Segmentation a Solved Task?
EMNLP (1)
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020 J jnl
RethinkCWS: Is Chinese Word Segmentation a Solved Task?
CoRR
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020 A* conf
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study.
AAAI
Jinlan Fu, Pengfei Liu, Qi Zhang
2020 J jnl
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study.
CoRR
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang
2020 J jnl
SenSeNet: Neural Keyphrase Generation with Document Structure.
CoRR
Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang
2020 A* conf
Simplify the Usage of Lexicon in Chinese NER.
ACL
Ruotian Ma, Minlong Peng, Qi Zhang, Zhongyu Wei, Xuanjing Huang
2020 A* conf
Storytelling from an Image Stream Using Scene Graphs.
AAAI
Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang
2020 — conf
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis.
EMNLP (1)
Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang
2020 J jnl
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis.
CoRR
Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang
2020 J jnl
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
CoRR
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020 — conf
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons.
EMNLP (Findings)
Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang
2020 J jnl
Two Step Joint Model for Drug Drug Interaction Extraction.
CoRR
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu
2020 — conf
Uncertainty-Aware Label Refinement for Sequence Labeling.
EMNLP (1)
Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang
2020 J jnl
Uncertainty-Aware Label Refinement for Sequence Labeling.
CoRR
Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang
2020 J jnl
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
CoRR
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020 B conf
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis.
COLING
Minlong Peng, Qi Zhang
2019 — conf
A Lexicon-Based Graph Neural Network for Chinese NER.
EMNLP/IJCNLP (1)
Tao Gui, Yicheng Zou, Qi Zhang, Minlong Peng, Jinlan Fu, Zhongyu Wei, Xuanjing Huang
2019 J jnl
A Neural Semantic Parser for Math Problems Incorporating Multi-Sentence Information.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Ruiyong Sun, Yijia Zhao, Qi Zhang, Keyu Ding, Shijin Wang, Cui Wei
2019 A* conf
Adaptive Multi-Attention Network Incorporating Answer Information for Duplicate Question Detection.
SIGIR
Di Liang, Fubao Zhang, Weidong Zhang, Qi Zhang, Jinlan Fu, Minlong Peng, Tao Gui, Xuanjing Huang
2019 J jnl
Address Instance-level Label Prediction in Multiple Instance Learning.
CoRR
Minlong Peng, Qi Zhang
2019 — conf
Asynchronous Deep Interaction Network for Natural Language Inference.
EMNLP/IJCNLP (1)
Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang
2019 A* conf
CNN-Based Chinese NER with Lexicon Rethinking.
IJCAI
Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, Xuanjing Huang
2019 J jnl
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features.
CoRR
Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, Hang Yan, Zichu Fei, Xuanjing Huang
2019 A* conf
Cooperative Multimodal Approach to Depression Detection in Twitter.
AAAI
Tao Gui, Liang Zhu, Qi Zhang, Minlong Peng, Xu Zhou, Keyu Ding, Zhigang Chen
2019 — conf
Depression Detection on Social Media with Reinforcement Learning.
CCL
Tao Gui, Qi Zhang, Liang Zhu, Xu Zhou, Minlong Peng, Xuanjing Huang
2019 J jnl
Discrete Argument Representation Learning for Interactive Argument Pair Identification.
CoRR
Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang
2019 — conf
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning.
ACL (1)
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang
2019 J jnl
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning.
CoRR
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang
2019 A* conf
Hot Topic-Aware Retweet Prediction with Masked Self-attentive Model.
SIGIR
Renfeng Ma, Xiangkun Hu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang
2019 J jnl
Implicit discourse relation detection using concatenated word embeddings and a gated relevance network.
Sci. China Inf. Sci.
Jinlan Fu, Qi Zhang, Jifan Chen, Minlong Peng, Tao Gui, Xipeng Qiu, Xuanjing Huang
2019 — ed.
Information Retrieval - 25th China Conference, CCIR 2019, Fuzhou, China, September 20-22, 2019, Proceedings
CCIR
Qi Zhang, Xiangwen Liao, Zhaochun Ren
2019 J jnl
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication.
CoRR
Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
2019 B conf
Knowledge Adaptive Neural Network for Natural Language Inference.
IJCNN
Qi Zhang, Yan Yang, Chengcai Chen, Liang He, Zhou Yu
2019 J jnl
Knowledge Graph Construction and Applications for Web Search and Beyond.
Data Intell.
Peilu Wang, Hao Jiang, Jingfang Xu, Qi Zhang
2019 A* conf
Learning Task-Specific Representation for Novel Words in Sequence Labeling.
IJCAI
Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang
2019 J jnl
Learning Task-specific Representation for Novel Words in Sequence Labeling.
CoRR
Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang
2019 A* conf
Long Short-Term Memory with Dynamic Skip Connections.
AAAI
Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang
2019 A* conf
Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning.
SIGIR
Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang
2019 — conf
Mining User Profiles from Query Log.
CCIR
Minlong Peng, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang, Jinlan Fu
2019 — conf
Model the Long-Term Post History for Hashtag Recommendation.
NLPCC (1)
Minlong Peng, Qiyuan Bian, Qi Zhang, Tao Gui, Jinlan Fu, Lanjun Zeng, Xuanjing Huang
2019 — conf
Modeling the Long-Term Post History for Personalized Hashtag Recommendation.
CCL
Minlong Peng, Yaosong Lin, Lanjun Zeng, Tao Gui, Qi Zhang
2019 — conf
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision.
NAACL-HLT (1)
Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang
2019 J jnl
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision.
CoRR
Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang
2019 J jnl
Reformulating natural language queries using sequence-to-sequence models.
Sci. China Inf. Sci.
Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2019 A* conf
Review Response Generation in E-Commerce Platforms with External Product Information.
WWW
Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2019 J jnl
Sequence Labeling With Deep Gated Dual Path CNN.
IEEE ACM Trans. Audio Speech Lang. Process.
Lujun Zhao, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2019 J jnl
Simplify the Usage of Lexicon in Chinese NER.
CoRR
Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang
2019 A* conf
Trainable Undersampling for Class-Imbalance Learning.
AAAI
Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Xuanjing Huang, Yu-Gang Jiang, Keyu Ding, Zhigang Chen
2019 — conf
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning.
EMNLP/IJCNLP (1)
Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang
2019 J jnl
Visual Content Recognition by Exploiting Semantic Feature Map with Attention and Multi-task Learning.
ACM Trans. Multim. Comput. Commun. Appl.
Rui-Wei Zhao, Qi Zhang, Zuxuan Wu, Jianguo Li, Yu-Gang Jiang
2019 J jnl
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis.
CoRR
Minlong Peng, Qi Zhang, Xuanjing Huang
2018 B conf
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis.
COLING
Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang
2018 A* conf
Adaptive Co-attention Network for Named Entity Recognition in Tweets.
AAAI
Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang
2018 — conf
Cross-Domain Sentiment Classification with Target Domain Specific Information.
ACL (1)
Minlong Peng, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2018 — conf
ECNU at CLEF PIR 2018 : Evaluation of Personalized Information Retrieval.
CLEF (Working Notes)
Qingchun Bai, Qi Zhang, Qinmin Hu, Liang He
2018 — conf
ECNU at MC2 2018 Task 2: Mining Opinion Argumentation.
CLEF (Working Notes)
Jie Zhou, Qi Zhang, Qinmin Hu, Liang He
2018 A conf
Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem.
CIKM
Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang, Xuanjing Huang
2018 J jnl
Hashtag recommendation for multimodal microblog posts.
Neurocomputing
Yeyun Gong, Qi Zhang, Xuanjing Huang
2018 B conf
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model.
COLING
Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, Xuanjing Huang
2018 J jnl
Long Short-Term Memory with Dynamic Skip Connections.
CoRR
Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang
2018 A* conf
Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network.
SIGIR
Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang
2018 A* conf
Neural Networks Incorporating Dictionaries for Chinese Word Segmentation.
AAAI
Qi Zhang, Xiaoyu Liu, Jinlan Fu
2018 A* conf
Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation.
IJCAI
Lujun Zhao, Qi Zhang, Peng Wang, Xiaoyu Liu
2018 A* conf
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging.
EMNLP
Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang
2018 — conf
Two Step Joint Model for Drug Drug Interaction Extraction.
TAC
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu
2017 — conf
A Learning Error Analysis for Structured Prediction with Approximate Inference.
NIPS
Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang
2017 A* conf
A Mixed Generative-Discriminative Based Hashing Method.
ICDE
Qi Zhang, Yang Wang, Jin Qian, Binbin Deng, Xuanjing Huang
2017 A* conf
Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network.
IJCAI
Qi Zhang, Jiawen Wang, Haoran Huang, Xuanjing Huang, Yeyun Gong
2017 — conf
Hierarchical Dirichlet Processes with Social Influence.
NLPCC
Jin Qian, Yeyun Gong, Qi Zhang, Xuanjing Huang
2017 — conf
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network.
EACL (1)
Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang
2017 A* conf
Mention Recommendation for Twitter with End-to-end Memory Network.
IJCAI
Haoran Huang, Qi Zhang, Xuanjing Huang
2017 A* conf
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks.
EMNLP
Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang
2017 J jnl
Phrase-based hashtag recommendation for microblog posts.
Sci. China Inf. Sci.
Yeyun Gong, Qi Zhang, Xiaoying Han, Xuanjing Huang
2017 A* conf
Predicting Which Topics You Will Join in the Future on Social Media.
SIGIR
Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang
2016 J jnl
A Mixed Generative-Discriminative Based Hashing Method.
IEEE Trans. Knowl. Data Eng.
Qi Zhang, Yang Wang, Jin Qian, Xuanjing Huang
2016 A* conf
Discourse Relations Detection via a Mixed Generative-Discriminative Framework.
AAAI
Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang
2016 A* conf
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary.
EMNLP
Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang
2016 A* conf
Hashtag Recommendation Using Attention-Based Convolutional Neural Network.
IJCAI
Yuyun Gong, Qi Zhang
2016 B conf
Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention.
COLING
Haoran Huang, Qi Zhang, Yeyun Gong, Xuanjing Huang
2016 — conf
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network.
ACL (1)
Jifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang
2016 A conf
Incorporate Group Information to Enhance Network Embedding.
CIKM
Jifan Chen, Qi Zhang, Xuanjing Huang
2016 A* conf
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter.
EMNLP
Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang
2016 J jnl
Learning Word Embeddings from Intrinsic and Extrinsic Views.
CoRR
Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang
2016 A conf
Retweet Prediction with Attention-based Deep Neural Network.
CIKM
Qi Zhang, Yeyun Gong, Jindou Wu, Haoran Huang, Xuanjing Huang
2015 A* conf
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags.
EMNLP
Yeyun Gong, Qi Zhang, Xuanjing Huang
2015 — conf
Personalized Hashtag Suggestion for Microblogs.
SMP
Juan Xu, Qi Zhang, Xuanjing Huang
2015 A* conf
Retweet Behavior Prediction Using Hierarchical Dirichlet Process.
AAAI
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang
2015 A conf
Who Will You "@"?
CIKM
Yeyun Gong, Qi Zhang, Xuyang Sun, Xuanjing Huang
2014 B conf
A Generative Model for Identifying Target Companies of Microblogs.
COLING
Yeyun Gong, Yaqian Zhou, Ya Guo, Qi Zhang, Xuanjing Huang
2014 A conf
Chinese-English mixed text normalization.
WSDM
Qi Zhang, Huan Chen, Xuanjing Huang
2014 A* conf
Continuous word embeddings for detecting local text reuses at the semantic level.
SIGIR
Qi Zhang, Jihua Kang, Jin Qian, Xuanjing Huang
2014 A* conf
PatentLine: analyzing technology evolution on multi-view patent graphs.
SIGIR
Longhui Zhang, Lei Li, Tao Li, Qi Zhang
2014 B conf
Time-aware Personalized Hashtag Recommendation on Social Media.
COLING
Qi Zhang, Yeyun Gong, Xuyang Sun, Xuanjing Huang
2013 A conf
A pattern-based selective recrawling approach for object-level vertical search.
CIKM
Yaqian Zhou, Qi Zhang, Xuanjing Huang, Lide Wu
2013 B conf
Chinese Named Entity Abbreviation Generation Using First-Order Logic.
IJCNLP
Huan Chen, Qi Zhang, Jin Qian, Xuanjing Huang
2013 B conf
Detecting Spammers in Community Question Answering.
IJCNLP
Zhuoye Ding, Yeyun Gong, Yaqian Zhou, Qi Zhang, Xuanjing Huang
2013 A* conf
Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic.
EMNLP
Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang
2013 — conf
FudanNLP: A Toolkit for Chinese Natural Language Processing.
ACL (Conference System Demonstrations)
Xipeng Qiu, Qi Zhang, Xuanjing Huang
2013 A* conf
Learning Topical Translation Model for Microblog Hashtag Suggestion.
IJCAI
Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2013 A conf
Map search via a factor graph model.
CIKM
Qi Zhang, Jihua Kang, Yeyun Gong, Huan Chen, Yaqian Zhou, Xuanjing Huang
2013 B conf
Understanding the Semantic Intent of Natural Language Query.
IJCNLP
Juan Xu, Qi Zhang, Xuanjing Huang
2012 — conf
Automatic Hashtag Recommendation for Microblogs using Topic-Specific Translation Model.
COLING (Posters)
Zhuoye Ding, Qi Zhang, Xuanjing Huang
2012 A* conf
Learning hash codes for efficient content reuse detection.
SIGIR
Qi Zhang, Yan Wu, Zhuoye Ding, Xuanjing Huang
2012 A conf
Selecting expansion terms as a set via integer linear programming.
CIKM
Qi Zhang, Yan Wu, Xuanjing Huang
2011 B conf
Efficient Near-Duplicate Detection for Q&A Forum.
IJCNLP
Yan Wu, Qi Zhang, Xuanjing Huang
2011 B conf
Keyphrase Extraction from Online News Using Binary Integer Programming.
IJCNLP
Zhuoye Ding, Qi Zhang, Xuanjing Huang
2011 — conf
Learning the weight of the query term from the relevance feedback.
NLPKE
Bingqing Wang, Yaqian Zhou, Qi Zhang, Xuanjing Huang
2011 — conf
Learning to Extract Coherent Keyphrases from Online News.
AIRS
Zhuoye Ding, Qi Zhang, Xuanjing Huang
2011 — conf
Opinion Mining with Sentiment Graph.
Web Intelligence
Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang
2011 A* conf
Structural Opinion Mining for Graph-based Sentiment Representation.
EMNLP
Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu
2010 B conf
2D Trie for Fast Parsing.
COLING
Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu
2010 — conf
Bagging to find better expansion words.
NLPKE
Bingqing Wang, Yaqian Zhou, Xipeng Qiu, Qi Zhang, Xuanjing Huang
2010 A* conf
Efficient partial-duplicate detection based on sequence matching.
SIGIR
Qi Zhang, Yue Zhang, Haomin Yu, Xuanjing Huang
2010 A* conf
Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks.
EMNLP
Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu
2010 — conf
Pseudo-Relevance Feedback Based on mRMR Criteria.
AIRS
Yuanbin Wu, Qi Zhang, Yaqian Zhou, Xuanjing Huang
2010 A* conf
Selective recrawling for object-level vertical search.
WWW
Yaqian Zhou, Mengjing Jiang, Qi Zhang, Xuanjing Huang, Lide Wu
2009 A* conf
Mining product reviews based on shallow dependency parsing.
SIGIR
Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang
2009 A* conf
Phrase Dependency Parsing for Opinion Mining.
EMNLP
Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu
2009 A* conf
Sparse higher order conditional random fields for improved sequence labeling.
ICML
Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu
2009 A* conf
Template-independent wrapper for web forums.
SIGIR
Qi Zhang, Yang Shi, Xuanjing Huang, Lide Wu
2008 — conf
Domain Adaptation for Conditional Random Fields.
AIRS
Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu
2008 — conf
Graph Mutual Reinforcement Based Bootstrapping.
AIRS
Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu
2008 J jnl
Sentiment Classification Using Supervised and Semi-Supervised Conditional Maximum Entropy Modeling.
Int. J. Comput. Process. Orient. Lang.
Qi Zhang, Xuanjing Huang, Lide Wu
2007 — conf
FDU at TREC 2007: Opinion Retrieval of Blog Track.
TREC
Qi Zhang, Bingqing Wang, Lide Wu, Xuanjing Huang