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2020 – today
- 2025
[j10]Wei Ji
, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann:
Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration. ACM Trans. Multim. Comput. Commun. Appl. 21(2): 69:1-69:17 (2025)- [c58]Yuanheng Fang, Guoqing Chao, Wenqiang Lei, Shaobo Li, Dianhui Chu:
CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning. AAAI 2025: 23878-23886 - [c57]Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei:
LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. AAAI 2025: 27277-27285 - [c56]Qianlong Li, Chen Huang, Shuai Li, Yuanxin Xiang, Deng Xiong, Wenqiang Lei:
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering. COLING 2025: 5486-5506 - [i61]Youcheng Huang, Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv:
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts. CoRR abs/2501.02009 (2025) - [i60]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang:
How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. CoRR abs/2501.05714 (2025) - [i59]Yuanheng Fang, Guoqing Chao, Wenqiang Lei, Shaobo Li, Dianhui Chu:
CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning. CoRR abs/2501.12226 (2025) - [i58]Jieming Cao, Chen Huang, Yanan Zhang, Ruibo Deng, Jincheng Zhang, Wenqiang Lei:
Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue. CoRR abs/2501.15260 (2025) - 2024
- [j9]Chongming Gao, Shiqi Wang, Shijun Li, Jiawei Chen, Xiangnan He, Wenqiang Lei, Biao Li, Yuan Zhang, Peng Jiang:
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System. ACM Trans. Inf. Syst. 42(1): 14:1-14:27 (2024) - [j8]Wenqiang Lei, Richang Hong, Hamed Zamani, Pawel Budzianowski, Vanessa Murdock, Emine Yilmaz:
Special Issue on Conversational Information Seeking. ACM Trans. Web 18(4): 41:1-41:3 (2024) - [c55]Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv:
Towards Equipping Transformer with the Ability of Systematic Compositionality. AAAI 2024: 18289-18297 - [c54]Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan:
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. ACL (1) 2024: 6277-6295 - [c53]Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua:
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. ACL (Findings) 2024: 10633-10649 - [c52]Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv:
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. ACL (1) 2024: 10660-10675 - [c51]Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua:
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. ACL (1) 2024: 10746-10766 - [c50]Weihong Du, Jia Liu, Zujie Wen, Dingnan Jin, Hongru Liang, Wenqiang Lei:
CARE: A Clue-guided Assistant for CSRs to Read User Manuals. ACL (1) 2024: 10795-10811 - [c49]Weihong Du, Wenrui Liao, Hongru Liang, Wenqiang Lei:
PAGED: A Benchmark for Procedural Graphs Extraction from Documents. ACL (1) 2024: 10829-10846 - [c48]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan:
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. EMNLP (Findings) 2024: 301-320 - [c47]Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua:
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. EMNLP 2024: 424-444 - [c46]Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua:
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. EMNLP (Findings) 2024: 4264-4282 - [c45]Chen Huang, Haoyang Li, Yifan Zhang, Wenqiang Lei, Jiancheng Lv:
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem. WWW 2024: 803-814 - [i57]Youcheng Huang, Wenqiang Lei, Zheng Zhang, Jiancheng Lv, Shuicheng Yan:
See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. CoRR abs/2401.07544 (2024) - [i56]Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv:
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model. CoRR abs/2401.12540 (2024) - [i55]Chen Huang, Haoyang Li, Yifan Zhang, Wenqiang Lei, Jiancheng Lv:
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem. CoRR abs/2401.14876 (2024) - [i54]Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua:
Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. CoRR abs/2403.06769 (2024) - [i53]Chen Huang, Peixin Qin, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. CoRR abs/2404.03304 (2024) - [i52]Duanyu Feng, Bowen Qin, Chen Huang, Zheng Zhang, Wenqiang Lei:
Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective. CoRR abs/2404.04626 (2024) - [i51]Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. CoRR abs/2405.10248 (2024) - [i50]Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv:
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. CoRR abs/2405.11912 (2024) - [i49]Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua:
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. CoRR abs/2405.12059 (2024) - [i48]Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua:
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR abs/2405.12063 (2024) - [i47]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan:
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. CoRR abs/2405.12081 (2024) - [i46]Wei Ji, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann:
Backpropogation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration. CoRR abs/2406.01601 (2024) - [i45]Youcheng Huang, Jingkun Tang, Duanyu Feng, Zheng Zhang, Wenqiang Lei, Jiancheng Lv, Anthony G. Cohn:
Dishonesty in Helpful and Harmless Alignment. CoRR abs/2406.01931 (2024) - [i44]Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei:
Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. CoRR abs/2406.08124 (2024) - [i43]Weihong Du, Wenrui Liao, Hongru Liang, Wenqiang Lei:
PAGED: A Benchmark for Procedural Graphs Extraction from Documents. CoRR abs/2408.03630 (2024) - [i42]Weihong Du, Jia Liu, Zujie Wen, Dingnan Jin, Hongru Liang, Wenqiang Lei:
CARE: A Clue-guided Assistant for CSRs to Read User Manuals. CoRR abs/2408.03633 (2024) - [i41]Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua:
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. CoRR abs/2409.14399 (2024) - [i40]Youcheng Huang, Fengbin Zhu, Jingkun Tang, Pan Zhou, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector. CoRR abs/2410.22888 (2024) - [i39]Qianlong Li, Chen Huang, Shuai Li, Yuanxin Xiang, Deng Xiong, Wenqiang Lei:
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering. CoRR abs/2412.01230 (2024) - 2023
- [j7]Yuanxin Xiang, Yi Lv, Wenqiang Lei, Jiancheng Lv:
Ultra-Short Wave Communication Squelch Algorithm Based on Deep Neural Network. Big Data Min. Anal. 6(1): 106-114 (2023) - [j6]Fan Yang, Mao Xu, Wenqiang Lei, Jiancheng Lv:
Artificial Intelligence Methods Applied to Catalytic Cracking Processes. Big Data Min. Anal. 6(3): 361-380 (2023) - [j5]Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua:
State Graph Reasoning for Multimodal Conversational Recommendation. IEEE Trans. Multim. 25: 3113-3124 (2023) - [j4]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. 41(3): 77:1-77:25 (2023) - [c44]Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie:
Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation. ACL (1) 2023: 410-427 - [c43]Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie:
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. ACL (1) 2023: 468-486 - [c42]Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv:
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals. ACL (Findings) 2023: 10550-10564 - [c41]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. ACL (tutorial) 2023: 1-10 - [c40]Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen, Wenqiang Lei:
Towards Effective Automatic Debt Collection with Persona Awareness. EMNLP (Industry Track) 2023: 32-45 - [c39]Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv:
Dynamic Voting for Efficient Reasoning in Large Language Models. EMNLP (Findings) 2023: 3085-3104 - [c38]Yue Chen, Dingnan Jin, Chen Huang, Jia Liu, Wenqiang Lei:
TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning. EMNLP 2023: 3861-3872 - [c37]Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) 2023: 10602-10621 - [c36]Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv:
Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach. EMNLP 2023: 10876-10891 - [c35]Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Jie Fu, Jian Lan, Mei Li, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv:
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation. EMNLP 2023: 13805-13822 - [c34]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI 2023: 6583-6591 - [c33]Hongru Liang, Jingyao Liu, Yuanxin Xiang, Jiachen Du, Lanjun Zhou, Shushen Pan, Wenqiang Lei:
DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music. ACM Multimedia 2023: 6223-6233 - [c32]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP 2023: 298-301 - [c31]Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua:
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking. WWW 2023: 1468-1477 - [i38]Wentao Shi, Junkang Wu, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Wei Wu, Xiangnan He:
FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. CoRR abs/2302.04088 (2023) - [i37]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors. CoRR abs/2302.08975 (2023) - [i36]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR abs/2305.02750 (2023) - [i35]Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR abs/2305.13626 (2023) - [i34]Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv:
Knowing-how & Knowing-that: A New Task for Machine Reading Comprehension of User Manuals. CoRR abs/2306.04187 (2023) - [i33]Gangyi Zhang, Chongming Gao, Wenqiang Lei, Xiaojie Guo, Shijun Li, Lingfei Wu, Hongshen Chen, Zhuozhi Ding, Sulong Xu, Xiangnan He:
Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. CoRR abs/2306.04487 (2023) - [i32]Hongru Liang, Jingyao Liu, Yuanxin Xiang, Jiachen Du, Lanjun Zhou, Shushen Pan, Wenqiang Lei:
DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music. CoRR abs/2308.04805 (2023) - [i31]Mingfeng Xue, Dayiheng Liu, Kexin Yang, Guanting Dong, Wenqiang Lei, Zheng Yuan, Chang Zhou, Jingren Zhou:
OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models. CoRR abs/2310.16517 (2023) - [i30]Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv:
Towards Equipping Transformer with the Ability of Systematic Compositionality. CoRR abs/2312.07280 (2023) - [i29]Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua:
Towards Goal-oriented Intelligent Tutoring Systems in Online Education. CoRR abs/2312.10053 (2023) - 2022
- [c30]Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Haibo Zhang, Xue Zhao, Wenqing Yao, Boxing Chen:
GCPG: A General Framework for Controllable Paraphrase Generation. ACL (Findings) 2022: 4035-4047 - [c29]Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua:
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. CIKM 2022: 540-550 - [c28]Chongming Gao, Shijun Li, Yuan Zhang, Jiawei Chen, Biao Li, Wenqiang Lei, Peng Jiang, Xiangnan He:
KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. CIKM 2022: 3953-3957 - [c27]Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv:
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition. EMNLP (Findings) 2022: 1793-1807 - [c26]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP 2022: 2581-2594 - [c25]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP 2022: 6970-6984 - [c24]Xianggen Liu, Wenqiang Lei, Jiancheng Lv, Jizhe Zhou:
Abstract Rule Learning for Paraphrase Generation. IJCAI 2022: 4273-4279 - [c23]Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua:
Towards Complex Document Understanding By Discrete Reasoning. ACM Multimedia 2022: 4857-4866 - [c22]Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua:
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. SIGIR 2022: 212-222 - [c21]Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie:
Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task. WMT 2022: 586-592 - [c20]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. WMT 2022: 597-605 - [i28]Yuting Yang, Wenqiang Lei, Juan Cao, Jintao Li, Tat-Seng Chua:
Prompt Learning for Few-Shot Dialogue State Tracking. CoRR abs/2201.05780 (2022) - [i27]Chongming Gao, Shijun Li, Wenqiang Lei, Biao Li, Peng Jiang, Jiawei Chen, Xiangnan He, Jiaxin Mao, Tat-Seng Chua:
KuaiRec: A Fully-observed Dataset for Recommender Systems. CoRR abs/2202.10842 (2022) - [i26]Chongming Gao, Wenqiang Lei, Jiawei Chen, Shiqi Wang, Xiangnan He, Shijun Li, Biao Li, Yuan Zhang, Peng Jiang:
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System. CoRR abs/2204.01266 (2022) - [i25]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR abs/2204.06923 (2022) - [i24]Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua:
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. CoRR abs/2204.07433 (2022) - [i23]Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie:
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation. CoRR abs/2204.13362 (2022) - [i22]Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat-Seng Chua:
RDU: A Region-based Approach to Form-style Document Understanding. CoRR abs/2206.06890 (2022) - [i21]Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua:
Towards Complex Document Understanding By Discrete Reasoning. CoRR abs/2207.11871 (2022) - [i20]Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Qian Qu, Jiancheng Lv:
Draft, Command, and Edit: Controllable Text Editing in E-Commerce. CoRR abs/2208.05623 (2022) - [i19]Chongming Gao, Shijun Li, Yuan Zhang, Jiawei Chen, Biao Li, Wenqiang Lei, Peng Jiang, Xiangnan He:
KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. CoRR abs/2208.08696 (2022) - [i18]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR abs/2210.08697 (2022) - [i17]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR abs/2210.08817 (2022) - [i16]Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task. CoRR abs/2210.09683 (2022) - [i15]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. CoRR abs/2210.10049 (2022) - [i14]Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv:
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition. CoRR abs/2211.03270 (2022) - 2021
- [j3]Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Advances and challenges in conversational recommender systems: A survey. AI Open 2: 100-126 (2021) - [j2]Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua:
Dialogue State Tracking with Incremental Reasoning. Trans. Assoc. Comput. Linguistics 9: 557-569 (2021) - [j1]Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua:
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users. ACM Trans. Inf. Syst. 39(4): 40:1-40:29 (2021) - [c19]Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang:
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction. AAAI 2021: 4679-4687 - [c18]Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen:
Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. AAAI 2021: 13208-13216 - [c17]Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua:
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. ACL/IJCNLP (1) 2021: 3277-3287 - [c16]Kexin Yang, Wenqiang Lei, Dayiheng Liu, Weizhen Qi, Jiancheng Lv:
POS-Constrained Parallel Decoding for Non-autoregressive Generation. ACL/IJCNLP (1) 2021: 5990-6000 - [c15]Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He:
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. CIKM 2021: 2140-2149 - [c14]Yao Zhang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Xin Wei, Ning Jiang, Zhenglu Yang:
GMH: A General Multi-hop Reasoning Model for KG Completion. EMNLP (1) 2021: 3437-3446 - [c13]Wenqiang Lei, Chongming Gao, Maarten de Rijke:
RecSys 2021 Tutorial on Conversational Recommendation: Formulation, Methods, and Evaluation. RecSys 2021: 842-844 - [i13]Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua:
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR abs/2101.00774 (2021) - [i12]Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Advances and Challenges in Conversational Recommender Systems: A Survey. CoRR abs/2101.09459 (2021) - [i11]Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua:
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. CoRR abs/2105.07624 (2021) - [i10]Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He:
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. CoRR abs/2108.09628 (2021) - 2020
- [c12]Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu, Bing Qin:
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. COLING 2020: 2642-2652 - [c11]Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua:
Re-examining the Role of Schema Linking in Text-to-SQL. EMNLP (1) 2020: 6943-6954 - [c10]Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua:
Interactive Path Reasoning on Graph for Conversational Recommendation. KDD 2020: 2073-2083 - [c9]Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. ACM Multimedia 2020: 574-582 - [c8]Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua:
Conversational Recommendation: Formulation, Methods, and Evaluation. SIGIR 2020: 2425-2428 - [c7]Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. WSDM 2020: 304-312 - [i9]Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua:
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. CoRR abs/2002.09102 (2020) - [i8]Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu, Bing Qin:
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. CoRR abs/2004.05080 (2020) - [i7]Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua:
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users. CoRR abs/2005.12979 (2020) - [i6]Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua:
Interactive Path Reasoning on Graph for Conversational Recommendation. CoRR abs/2007.00194 (2020) - [i5]Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Zhenglu Yang:
GMH: A General Multi-hop Reasoning Model for KG Completion. CoRR abs/2010.07620 (2020) - [i4]Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua:
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. CoRR abs/2010.08091 (2020) - [i3]Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang:
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction. CoRR abs/2012.11957 (2020)
2010 – 2019
- 2019
- [c6]Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua:
Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. EMNLP/IJCNLP (1) 2019: 942-952 - [i2]Liangming Pan, Wenqiang Lei, Tat-Seng Chua, Min-Yen Kan:
Recent Advances in Neural Question Generation. CoRR abs/1905.08949 (2019) - 2018
- [c5]Wenqiang Lei, Yuanxin Xiang, Yuwei Wang, Qian Zhong, Meichun Liu, Min-Yen Kan:
Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution. AAAI 2018: 4848-4855 - [c4]Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, Dawei Yin:
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. ACL (1) 2018: 1437-1447 - [c3]Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin:
Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation. CIKM 2018: 1403-1412 - [i1]Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin:
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation. CoRR abs/1808.10596 (2018) - 2017
- [c2]Wenqiang Lei, Xuancong Wang, Meichun Liu, Ilija Ilievski, Xiangnan He, Min-Yen Kan:
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. IJCAI 2017: 4026-4032 - 2015
- [c1]Feng Wang, Xiaoyan Li, Wenqiang Lei, Chen Huang, Min Yin, Ting-Chuen Pong:
Constructing Learning Maps for Lecture Videos by Exploring Wikipedia Knowledge. PCM (1) 2015: 559-569
Coauthor Index
[i60] [c53] [c51] [c47] [c46] [i54] [i53] [i51] [i49] [i48] [i41] [i40] [j5] [j4] [c41] [c37] [c34] [c32] [c31] [i36] [i35] [i29] [c29] [c26] [c25] [c23] [c22] [i28] [i27] [i25] [i24] [i22] [i21] [i18] [i17] [j3] [j2] [j1] [c18] [c17] [i13] [i12] [i11] [c11] [c10] [c9] [c8] [c7] [i9] [i7] [i6] [i4] [c6] [i2]
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