Wenqiang Lei

According to our database, Wenqiang Lei authored at least 74 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System.

Chongming Gao, Shiqi Wang, Shijun Li, Jiawei Chen, Xiangnan He, Wenqiang Lei, Biao Li, Yuan Zhang, Peng Jiang

ACM Trans. Inf. Syst., January, 2024

Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning.

Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua

CoRR, 2024

Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem.

Chen Huang, Haoyang Li, Yifan Zhang, Wenqiang Lei, Jiancheng Lv

CoRR, 2024

DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model.

Chen Huang, Duanyu Feng, Wenqiang Lei, Jiancheng Lv

CoRR, 2024

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises.

Youcheng Huang, Wenqiang Lei, Zheng Zhang, Jiancheng Lv, Shuicheng Yan

CoRR, 2024

Towards Equipping Transformer with the Ability of Systematic Compositionality.

Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Artificial Intelligence Methods Applied to Catalytic Cracking Processes.

Fan Yang, Mao Xu, Wenqiang Lei, Jiancheng Lv

Big Data Min. Anal., September, 2023

Ultra-Short Wave Communication Squelch Algorithm Based on Deep Neural Network.

Yuanxin Xiang, Yi Lv, Wenqiang Lei, Jiancheng Lv

Big Data Min. Anal., March, 2023

A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems.

Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam

ACM Trans. Inf. Syst., 2023

State Graph Reasoning for Multimodal Conversational Recommendation.

Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua

IEEE Trans. Multim., 2023

Towards Goal-oriented Intelligent Tutoring Systems in Online Education.

Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua

CoRR, 2023

OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models.

Mingfeng Xue, Dayiheng Liu, Kexin Yang, Guanting Dong, Wenqiang Lei, Zheng Yuan, Chang Zhou, Jingren Zhou

CoRR, 2023

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation.

Gangyi Zhang, Chongming Gao, Wenqiang Lei, Xiaojie Guo, Shijun Li, Lingfei Wu, Hongshen Chen, Zhuozhi Ding, Sulong Xu, Xiangnan He

CoRR, 2023

Knowing-how & Knowing-that: A New Task for Machine Reading Comprehension of User Manuals.

Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv

CoRR, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua

CoRR, 2023

Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors.

Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie

CoRR, 2023

FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion.

Wentao Shi, Junkang Wu, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Wei Wu, Xiangnan He

CoRR, 2023

A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking.

Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua

Proceedings of the ACM Web Conference 2023, 2023

Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond.

Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels from User Comments for Music.

Hongru Liang, Jingyao Liu, Yuanxin Xiang, Jiachen Du, Lanjun Zhou, Shushen Pan, Wenqiang Lei

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects.

Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Effective Automatic Debt Collection with Persona Awareness.

Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen, Wenqiang Lei

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Dynamic Voting for Efficient Reasoning in Large Language Models.

Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation.

Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Jie Fu, Jian Lan, Mei Li, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach.

Chen Huang, Peixin Qin, Wenqiang Lei, Jiancheng Lv

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning.

Yue Chen, Dingnan Jin, Chen Huang, Jia Liu, Wenqiang Lei

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond.

Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023

Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints.

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals.

Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation.

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task.

Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie

CoRR, 2022

Draft, Command, and Edit: Controllable Text Editing in E-Commerce.

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Qian Qu, Jiancheng Lv

CoRR, 2022

RDU: A Region-based Approach to Form-style Document Understanding.

Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat-Seng Chua

CoRR, 2022

Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation.

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie

CoRR, 2022

KuaiRec: A Fully-observed Dataset for Recommender Systems.

Chongming Gao, Shijun Li, Wenqiang Lei, Biao Li, Peng Jiang, Jiawei Chen, Xiangnan He, Jiaxin Mao, Tat-Seng Chua

CoRR, 2022

Prompt Learning for Few-Shot Dialogue State Tracking.

Yuting Yang, Wenqiang Lei, Juan Cao, Jintao Li, Tat-Seng Chua

CoRR, 2022

Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task.

Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie

Proceedings of the Seventh Conference on Machine Translation, 2022

Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task.

Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie

Proceedings of the Seventh Conference on Machine Translation, 2022

Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy.

Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Towards Complex Document Understanding By Discrete Reasoning.

Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Abstract Rule Learning for Paraphrase Generation.

Xianggen Liu, Wenqiang Lei, Jiancheng Lv, Jizhe Zhou

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction.

Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition.

Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance.

Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos.

Chongming Gao, Shijun Li, Yuan Zhang, Jiawei Chen, Biao Li, Wenqiang Lei, Peng Jiang, Xiangnan He

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.

Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

GCPG: A General Framework for Controllable Paraphrase Generation.

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Haibo Zhang, Xue Zhao, Wenqing Yao, Boxing Chen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users.

Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua

ACM Trans. Inf. Syst., 2021

Dialogue State Tracking with Incremental Reasoning.

Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua

Trans. Assoc. Comput. Linguistics, 2021

Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering.

Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

CoRR, 2021

Advances and challenges in conversational recommender systems: A survey.

Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua

AI Open, 2021

RecSys 2021 Tutorial on Conversational Recommendation: Formulation, Methods, and Evaluation.

Wenqiang Lei, Chongming Gao, Maarten de Rijke

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

GMH: A General Multi-hop Reasoning Model for KG Completion.

Yao Zhang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Xin Wei, Ning Jiang, Zhenglu Yang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.

Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance.

Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

POS-Constrained Parallel Decoding for Non-autoregressive Generation.

Kexin Yang, Wenqiang Lei, Dayiheng Liu, Weizhen Qi, Jiancheng Lv

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction.

Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Wenqiang Lei, Zhe Sun, Adam Jatowt, Zhenglu Yang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence.

Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

GMH: A General Multi-hop Reasoning Model for KG Completion.

Yao Zhang, Xu Zhang, Jun Wang, Hongru Liang, Adam Jatowt, Wenqiang Lei, Zhenglu Yang

CoRR, 2020

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.

Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Conversational Recommendation: Formulation, Methods, and Evaluation.

Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music.

Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Interactive Path Reasoning on Graph for Conversational Recommendation.

Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Re-examining the Role of Schema Linking in Text-to-SQL.

Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure.

Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu, Bing Qin

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Recent Advances in Neural Question Generation.

Liangming Pan, Wenqiang Lei, Tat-Seng Chua, Min-Yen Kan

CoRR, 2019

Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach.

Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation.

Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin

CoRR, 2018

Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation.

Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures.

Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, Dawei Yin

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution.

Wenqiang Lei, Yuanxin Xiang, Yuwei Wang, Qian Zhong, Meichun Liu, Min-Yen Kan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition.

Wenqiang Lei, Xuancong Wang, Meichun Liu, Ilija Ilievski, Xiangnan He, Min-Yen Kan

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2015

Constructing Learning Maps for Lecture Videos by Exploring Wikipedia Knowledge.

Feng Wang, Xiaoyan Li, Wenqiang Lei, Chen Huang, Min Yin, Ting-Chuen Pong

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015