Yongbin Li - RankMe

212 papers A* 33B 2Misc 2Journal 128Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Quantity: Trajectory Diversity Scaling for Code Agents. CoRR Guhong Chen, Chenghao Sun, Cheng Fu, Qiyao Wang, Zhihong Huang, Chaopeng Wei, Guangxu Chen, Feiteng Fang, Ahmadreza Argha, Bing Zhao, Xander Xu, Qi Han, Hamid Alinejad-Rokny, Qiang Qu, Binhua Li, Shiwen Ni, Min Yang, Hu Wei, Yongbin Li
2026	J	`jnl`	Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions. CoRR Yongqi Li, Hao Lang, Tieyun Qian, Yongbin Li
2026	J	`jnl`	ExpSeek: Self-Triggered Experience Seeking for Web Agents. CoRR Wenyuan Zhang, Xinghua Zhang, Haiyang Yu, Shuaiyi Nie, Bingli Wu, Juwei Yue, Tingwen Liu, Yongbin Li
2026	A*	`conf`	Large Language Model Unlearning for Source Code. AAAI Xue Jiang, Yihong Dong, Huangzhao Zhang, Tangxinyu Wang, Zheng Fang, Yingwei Ma, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2026	J	`jnl`	P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling. CoRR Pinyi Zhang, Ting-En Lin, Yuchuan Wu, Jingyang Chen, Zongqi Wang, Hua Yang, Ze Xu, Fei Huang, Kai Zhang, Yongbin Li
2026	A*	`conf`	Selective Weak-to-Strong Generalization. AAAI Hao Lang, Fei Huang, Yongbin Li
2026	J	`jnl`	Think Anywhere in Code Generation. CoRR Xue Jiang, Tianyu Zhang, Ge Li, Mengyang Liu, Taozhi Chen, Zhenhua Xu, Binhua Li, Wenpin Jiao, Zhi Jin, Yongbin Li, Yihong Dong
2025	J	`jnl`	A Survey of Direct Preference Optimization. CoRR Shunyu Liu, Wenkai Fang, Zetian Hu, Junjie Zhang, Yang Zhou, Kongcheng Zhang, Rongcheng Tu, Ting-En Lin, Fei Huang, Mingli Song, Yongbin Li, Dacheng Tao
2025	J	`jnl`	Adaptive Thinking via Mode Policy Optimization for Social Language Agents. CoRR Minzheng Wang, Yongbin Li, Haobo Wang, Xinghua Zhang, Nan Xu, Bingli Wu, Fei Huang, Haiyang Yu, Wenji Mao
2025	J	`jnl`	Agentic Reinforcement Learning with Implicit Step Rewards. CoRR Xiaoqian Liu, Ke Wang, Yuchuan Wu, Fei Huang, Yongbin Li, Junge Zhang, Jianbin Jiao
2025	—	`conf`	Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration. SIGSOFT FSE Companion Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2025	—	`conf`	CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization. EMNLP (Findings) Jing Ye, Rui Wang, Yuchuan Wu, Victor Ma, Feiteng Fang, Fei Huang, Yongbin Li
2025	J	`jnl`	CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization. CoRR Xinge Ye, Rui Wang, Yuchuan Wu, Victor Ma, Feiteng Fang, Fei Huang, Yongbin Li
2025	J	`jnl`	ChARM: Character-based Act-adaptive Reward Modeling for Advanced Role-Playing Language Agents. CoRR Feiteng Fang, Ting-En Lin, Yuchuan Wu, Xiong Liu, Xiang Huang, Dingwei Chen, Jing Ye, Haonan Zhang, Liang Zhu, Hamid Alinejad-Rokny, Min Yang, Fei Huang, Yongbin Li
2025	J	`jnl`	CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment. CoRR Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li
2025	—	`conf`	DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. ACL (Findings) Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li
2025	A*	`conf`	Debate Helps Weak-to-Strong Generalization. AAAI Hao Lang, Fei Huang, Yongbin Li
2025	J	`jnl`	Debate Helps Weak-to-Strong Generalization. CoRR Hao Lang, Fei Huang, Yongbin Li
2025	—	`conf`	DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking. ACL (1) Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
2025	J	`jnl`	DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking. CoRR Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
2025	J	`jnl`	Diverse AI Feedback For Large Language Model Alignment. Trans. Assoc. Comput. Linguistics Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li
2025	—	`conf`	Do Code LLMs Understand Design Patterns? LLM4Code@ICSE Zhenyu Pan, Xuefeng Song, Yunkun Wang, Rongyu Cao, Binhua Li, Yongbin Li, Han Liu
2025	J	`jnl`	Do Code LLMs Understand Design Patterns? CoRR Zhenyu Pan, Xuefeng Song, Yunkun Wang, Rongyu Cao, Binhua Li, Yongbin Li, Han Liu
2025	A*	`conf`	EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models. EMNLP Tao Zou, Xinghua Zhang, Haiyang Yu, Minzheng Wang, Fei Huang, Yongbin Li
2025	J	`jnl`	EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models. CoRR Tao Zou, Xinghua Zhang, Haiyang Yu, Minzheng Wang, Fei Huang, Yongbin Li
2025	—	`conf`	EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning. ACL (1) Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Junge Zhang
2025	J	`jnl`	EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning. CoRR Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Jun Zhang
2025	J	`jnl`	Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree Search. CoRR Guochang Li, Yuchen Liu, Zhen Qin, Yunkun Wang, Jianping Zhong, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025	—	`conf`	ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration. ACL (1) Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025	J	`jnl`	Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. CoRR Dingzirui Wang, Xuanliang Zhang, Rongyu Cao, Longxu Dou, Xianzhen Luo, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
2025	—	`conf`	IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization. ACL (1) Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li
2025	J	`jnl`	InspectCoder: Dynamic Analysis-Enabled Self Repair through interactive LLM-Debugger Collaboration. CoRR Yunkun Wang, Yue Zhang, Guochang Li, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025	J	`jnl`	Large Language Model Unlearning for Source Code. CoRR Xue Jiang, Yihong Dong, Zheng Fang, Yingwei Ma, Tangxinyu Wang, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2025	—	`conf`	MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. ACL (Findings) Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Yongbin Li, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Hamid Alinejad-Rokny, Xiaobo Xia, Jingkuan Song, Fei Huang
2025	J	`jnl`	MOA: Multi-Objective Alignment for Role-Playing Agents. CoRR Chonghua Liao, Ke Wang, Yuchuan Wu, Fei Huang, Yongbin Li
2025	J	`jnl`	MeRF: Motivation-enhanced Reinforcement Finetuning for Large Reasoning Models. CoRR Junjie Zhang, Guozheng Ma, Shunyu Liu, Haoyu Wang, Jiaxing Huang, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao
2025	—	`conf`	OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction. ACL (1) Haonan Zhang, Run Luo, Xiong Liu, Yuchuan Wu, Ting-En Lin, Pengpeng Zeng, Qiang Qu, Feiteng Fang, Min Yang, Lianli Gao, Jingkuan Song, Fei Huang, Yongbin Li
2025	J	`jnl`	OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction. CoRR Haonan Zhang, Run Luo, Xiong Liu, Yuchuan Wu, Ting-En Lin, Pengpeng Zeng, Qiang Qu, Feiteng Fang, Min Yang, Lianli Gao, Jingkuan Song, Fei Huang, Yongbin Li
2025	A*	`conf`	On the Role of Attention Heads in Large Language Model Safety. ICLR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2025	J	`jnl`	OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis. CoRR Run Luo, Ting-En Lin, Haonan Zhang, Yuchuan Wu, Xiong Liu, Min Yang, Yongbin Li, Longze Chen, Jiaming Li, Lei Zhang, Yangyi Chen, Hamid Alinejad-Rokny, Fei Huang
2025	J	`jnl`	RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization. CoRR Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li
2025	—	`conf`	Reverse Preference Optimization for Complex Instruction Following. ACL (Findings) Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li
2025	J	`jnl`	Reverse Preference Optimization for Complex Instruction Following. CoRR Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li
2025	—	`conf`	SDPO: Segment-Level Direct Preference Optimization for Social Agents. ACL (1) Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang
2025	J	`jnl`	SDPO: Segment-Level Direct Preference Optimization for Social Agents. CoRR Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang
2025	J	`jnl`	SWE-GPT: A Process-Centric Language Model for Automated Software Improvement. Proc. ACM Softw. Eng. Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, Yongbin Li
2025	J	`jnl`	Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model. CoRR Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li
2025	J	`jnl`	Selective Weak-to-Strong Generalization. CoRR Hao Lang, Fei Huang, Yongbin Li
2025	J	`jnl`	Socratic-PRMBench: Benchmarking Process Reward Models with Systematic Reasoning Patterns. CoRR Xiang Li, Haiyang Yu, Xinghua Zhang, Ziyang Huang, Shizhu He, Kang Liu, Jun Zhao, Fei Huang, Yongbin Li
2025	A*	`conf`	StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. ICLR Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
2025	—	`conf`	Supervised Optimism Correction: Be Confident When LLMs Are Sure. ACL (Findings) Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao
2025	J	`jnl`	Supervised Optimism Correction: Be Confident When LLMs Are Sure. CoRR Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao
2025	A*	`conf`	Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute. ASE Yingwei Ma, Yongbin Li, Yihong Dong, Xue Jiang, Yanhao Li, Yue Liu, Rongyu Cao, Jue Chen, Fei Huang, Binhua Li
2025	J	`jnl`	Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute. CoRR Yingwei Ma, Binhua Li, Yihong Dong, Xue Jiang, Rongyu Cao, Jue Chen, Fei Huang, Yongbin Li
2025	J	`jnl`	TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence. CoRR Guiyang Hou, Xing Gao, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu
2025	—	`conf`	Transferable Post-training via Inverse Value Learning. NAACL (Long Papers) Xinyu Lu, Xueru Wen, Yaojie Lu, Bowen Yu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2025	J	`jnl`	Understanding Generalization in Role-Playing Models via Information Theory. CoRR Yongqi Li, Hao Lang, Fei Huang, Tieyun Qian, Yongbin Li
2024	J	`jnl`	A Survey on Out-of-Distribution Detection in NLP. Trans. Mach. Learn. Res. Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li
2024	J	`jnl`	A Survey on Self-Evolution of Large Language Models. CoRR Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou
2024	J	`jnl`	Automated segmentation and recognition of Bioinform. YuanYuan Li, Chuxiao Lai, Meng Wang, Jun Wu, Yongbin Li, Hanchuan Peng, Lei Qu
2024	J	`jnl`	Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? CoRR Zhenyu Pan, Rongyu Cao, Yongchang Cao, Yingwei Ma, Binhua Li, Fei Huang, Han Liu, Yongbin Li
2024	J	`jnl`	DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. CoRR Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li
2024	—	`conf`	DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang
2024	J	`jnl`	DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever. CoRR Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li
2024	Misc	`conf`	DialCLIP: Empowering Clip As Multi-Modal Dialog Retriever. ICASSP Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li
2024	A*	`conf`	EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. NeurIPS Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. CoRR Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration. CoRR Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2024	J	`jnl`	Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement. CoRR Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li
2024	—	`conf`	Fine-Tuning Language Models with Reward Learning on Policy. NAACL-HLT Hao Lang, Fei Huang, Yongbin Li
2024	J	`jnl`	Fine-Tuning Language Models with Reward Learning on Policy. CoRR Hao Lang, Fei Huang, Yongbin Li
2024	—	`conf`	FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. EMNLP (Findings) Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
2024	J	`jnl`	FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. CoRR Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
2024	—	`conf`	Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. ACL (1) Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan
2024	—	`conf`	How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. EMNLP (Findings) Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
2024	J	`jnl`	How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. CoRR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
2024	J	`jnl`	How to Understand Whole Software Repository? CoRR Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization. CoRR Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li
2024	—	`conf`	Improving Factual Consistency of News Summarization by Contrastive Preference Optimization. EMNLP (Findings) Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma
2024	J	`jnl`	In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. CoRR Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
2024	—	`conf`	Iterative Forward Tuning Boosts In-Context Learning in Language Models. ACL (1) Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues. CoRR Yalan Lin, Yingwei Ma, Rongyu Cao, Binhua Li, Fei Huang, Xiaodong Gu, Yongbin Li
2024	A*	`conf`	Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. ICML Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li
2024	A*	`conf`	Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. EMNLP Minzheng Wang, Longze Chen, Fu Cheng, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li
2024	J	`jnl`	Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. CoRR Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li
2024	J	`jnl`	Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement. CoRR Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li
2024	—	`conf`	Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. ACL (1) Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
2024	J	`jnl`	Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. CoRR Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
2024	J	`jnl`	On the Role of Attention Heads in Large Language Model Safety. CoRR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2024	—	`conf`	One-Shot Learning as Instruction Data Prospector for Large Language Models. ACL (1) Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li
2024	—	`conf`	Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. LREC/COLING Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
2024	A*	`conf`	Preference Ranking Optimization for Human Alignment. AAAI Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang
2024	—	`conf`	Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. LREC/COLING Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li
2024	J	`jnl`	Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. CoRR Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li
2024	—	`conf`	Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. LREC/COLING Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li
2024	J	`jnl`	Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
2024	A*	`conf`	Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. NeurIPS Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
2024	—	`conf`	SoFA: Shielded On-the-fly Alignment via Priority Rule Following. ACL (Findings) Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2024	J	`jnl`	SoFA: Shielded On-the-fly Alignment via Priority Rule Following. CoRR Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2024	J	`jnl`	StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. CoRR Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
2024	J	`jnl`	The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. CoRR Xinghua Zhang, Haiyang Yu, Yongbin Li, Minzheng Wang, Longze Chen, Fei Huang
2024	J	`jnl`	Transferable Post-training via Inverse Value Learning. CoRR Xinyu Lu, Xueru Wen, Yaojie Lu, Bowen Yu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2024	—	`conf`	Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. LREC/COLING Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li
2024	J	`jnl`	Unifying Structured Data as Graph for Data-to-Text Pre-Training. CoRR Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li
2024	J	`jnl`	Unifying Structured Data as Graph for Data-to-Text Pre-Training. Trans. Assoc. Comput. Linguistics Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li
2023	J	`jnl`	A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. CoRR Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang
2023	J	`jnl`	A Survey on Out-of-Distribution Detection in NLP. CoRR Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li
2023	J	`jnl`	API-Bank: A Benchmark for Tool-Augmented LLMs. CoRR Minghao Li, Feifan Song, Bowen Yu, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
2023	A*	`conf`	API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. EMNLP Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
2023	—	`conf`	CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. ACL (1) Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2023	J	`jnl`	CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. CoRR Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2023	A*	`conf`	Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023	J	`jnl`	Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023	A*	`conf`	Causal Document-Grounded Dialogue Pre-training. EMNLP Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang
2023	J	`jnl`	Causal Document-Grounded Dialogue Pre-training. CoRR Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang
2023	Misc	`conf`	Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. ICASSP Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen
2023	J	`jnl`	Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs. CoRR Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen
2023	J	`jnl`	Constructive Large Language Models Alignment with Diverse Feedback. CoRR Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li
2023	—	`conf`	Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. EMNLP (Findings) Yuanxing Liu, Weinan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che
2023	J	`jnl`	Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. CoRR Yuanxing Liu, Wei-Nan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che
2023	A*	`conf`	Diversify Question Generation with Retrieval-Augmented Style Transfer. EMNLP Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023	J	`jnl`	Diversify Question Generation with Retrieval-Augmented Style Transfer. CoRR Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023	—	`conf`	Domain Incremental Lifelong Learning in an Open World. ACL (Findings) Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
2023	J	`jnl`	Domain Incremental Lifelong Learning in an Open World. CoRR Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
2023	—	`conf`	Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. EMNLP (Findings) Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li
2023	J	`jnl`	Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. CoRR Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li
2023	J	`jnl`	Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. CoRR Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan
2023	J	`jnl`	Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023	A*	`conf`	Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023	J	`jnl`	Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs. CoRR Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma
2023	—	`conf`	Improving Question Generation with Multi-level Content Planning. EMNLP (Findings) Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023	J	`jnl`	Improving Question Generation with Multi-level Content Planning. CoRR Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023	J	`jnl`	Iterative Forward Tuning Boosts In-context Learning in Language Models. CoRR Jiaxi Yang, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023	J	`jnl`	Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. CoRR Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li
2023	J	`jnl`	Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning. CoRR Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023	A*	`conf`	Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. SIGIR Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023	—	`conf`	Long-Tailed Question Answering in an Open World. ACL (1) Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
2023	J	`jnl`	Long-Tailed Question Answering in an Open World. CoRR Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
2023	—	`conf`	Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. ACL (Findings) Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang
2023	J	`jnl`	Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. CoRR Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang
2023	J	`jnl`	One Shot Learning as Instruction Data Prospector for Large Language Models. CoRR Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li
2023	J	`jnl`	Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts. CoRR Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
2023	—	`conf`	PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. ACL (1) Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li
2023	J	`jnl`	PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. CoRR Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li
2023	J	`jnl`	Preference Ranking Optimization for Human Alignment. CoRR Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang
2023	A*	`conf`	SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. AAAI Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang
2023	J	`jnl`	SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. CoRR Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang
2023	J	`jnl`	Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowl. Based Syst. Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li
2023	J	`jnl`	Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. CoRR Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Yongbin Li
2023	J	`jnl`	Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. CoRR Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li
2023	—	`conf`	Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. ACL (1) Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li
2023	A*	`conf`	SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. NeurIPS Shuzheng Si, Wentao Ma, Haoyu Gao, Yuchuan Wu, Ting-En Lin, Yinpei Dai, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li
2023	J	`jnl`	SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. CoRR Shuzheng Si, Wentao Ma, Yuchuan Wu, Yinpei Dai, Haoyu Gao, Ting-En Lin, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li
2023	A*	`conf`	U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. SIGIR Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che
2023	J	`jnl`	U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. CoRR Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che
2023	—	`conf`	Unified Language Representation for Question Answering over Text, Tables, and Images. ACL (Findings) Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li
2023	J	`jnl`	Unified Language Representation for Question Answering over Text, Tables, and Images. CoRR Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li
2023	—	`conf`	Universal Information Extraction with Meta-Pretrained Self-Retrieval. ACL (Findings) Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang
2023	J	`jnl`	Universal Information Extraction with Meta-Pretrained Self-Retrieval. CoRR Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang
2023	A*	`conf`	Unsupervised Dialogue Topic Segmentation with Topic-aware Contrastive Learning. SIGIR Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li
2023	J	`jnl`	Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation. CoRR Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li
2023	J	`jnl`	VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue. CoRR Yunshui Li, Binyuan Hui, Zhaochao Yin, Wanwei He, Run Luo, Yuxing Long, Min Yang, Fei Huang, Yongbin Li
2023	J	`jnl`	Wider and Deeper LLM Networks are Fairer LLM Evaluators. CoRR Xinghua Zhang, Bowen Yu, Haiyang Yu, Yangyu Lv, Tingwen Liu, Fei Huang, Hongbo Xu, Yongbin Li
2022	—	`conf`	A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. ACL (Findings) Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang
2022	J	`jnl`	A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. CoRR Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang
2022	J	`jnl`	A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. CoRR Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li
2022	A*	`conf`	CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. EMNLP Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li
2022	J	`jnl`	CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. CoRR Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li
2022	A*	`conf`	Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. EMNLP Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang
2022	J	`jnl`	Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. CoRR Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang
2022	—	`conf`	Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. EMNLP (Findings) Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen
2022	J	`jnl`	Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. CoRR Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen
2022	J	`jnl`	Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System. CoRR Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2022	A*	`conf`	Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems. KDD Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2022	A*	`conf`	Estimating Soft Labels for Out-of-Domain Intent Detection. EMNLP Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	Estimating Soft Labels for Out-of-Domain Intent Detection. CoRR Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022	A*	`conf`	GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2022	A*	`conf`	Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. ACM Multimedia Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li
2022	J	`jnl`	Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. CoRR Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li
2022	J	`jnl`	Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. CoRR Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Bowen Yu, Haiyang Yu, Yongbin Li, Jian Sun, Nevin L. Zhang
2022	A*	`conf`	Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. KDD Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. CoRR Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	S CoRR Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Bowen Li, Jian Sun, Yongbin Li
2022	B	`conf`	SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. COLING Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. CoRR Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. CoRR Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022	—	`conf`	STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. EMNLP (Findings) Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. CoRR Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022	B	`conf`	SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. COLING Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022	J	`jnl`	SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. CoRR Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022	—	`conf`	Semi-Supervised Lifelong Language Learning. EMNLP (Findings) Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang
2022	J	`jnl`	Semi-Supervised Lifelong Language Learning. CoRR Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Haiyang Yu, Yongbin Li, Nevin L. Zhang
2022	—	`conf`	S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. ACL (Findings) Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li
2022	—	`conf`	Towards Generalizable and Robust Text-to-SQL Parsing. EMNLP (Findings) Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	Towards Generalizable and Robust Text-to-SQL Parsing. CoRR Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022	J	`jnl`	Towards Generalized Open Information Extraction. CoRR Bowen Yu, Zhenyu Zhang, Jingyang Li, Haiyang Yu, Tingwen Liu, Jian Sun, Yongbin Li, Bin Wang
2022	A*	`conf`	Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. SIGIR Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2021	A*	`conf`	Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. AAAI Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021	J	`jnl`	Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. CoRR Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021	J	`jnl`	GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2021	J	`jnl`	Improving Text-to-SQL with Schema Dependency Learning. CoRR Binyuan Hui, Xiang Shi, Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2021	J	`jnl`	Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. CoRR Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
2021	—	`conf`	Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. ACL/IJCNLP (2) Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
2021	J	`jnl`	SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. CoRR Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li
2020	J	`jnl`	A Survey on Dialog Management: Recent Advances and Challenges. CoRR Yinpei Dai, Huihua Yu, Yixuan Jiang, Chengguang Tang, Yongbin Li, Jian Sun
2020	A*	`conf`	Dynamic Memory Induction Networks for Few-Shot Text Classification. ACL Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020	J	`jnl`	Dynamic Memory Induction Networks for Few-Shot Text Classification. CoRR Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020	A*	`conf`	Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. ACL Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu
2019	J	`jnl`	Few-Shot Text Classification with Induction Network. CoRR Ruiying Geng, Binhua Li, Yongbin Li, Yuxiao Ye, Ping Jian, Jian Sun
2019	—	`conf`	Induction Networks for Few-Shot Text Classification. EMNLP/IJCNLP (1) Ruiying Geng, Binhua Li, Yongbin Li, Xiaodan Zhu, Ping Jian, Jian Sun