Speeding Up Neural Machine Translation Decoding by Cube Pruning. - Wen Zhang 009; Liang Huang 001; Yang Feng 004; Lei Shen 001; Qun Liu 001 (EMNLP, 2018)

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation. - Lei Shen 001; Yang Feng 004 (ACL, 2020)

Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation. - Lei Shen 001; Xiaoyu Guo; Meng Chen 006 (IJCNN, 2020)

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. - Meng Chen 006; Ruixue Liu; Lei Shen 001; Shaozu Yuan; Jingyan Zhou; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (LREC, 2020)

Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. - Ruixue Liu; Meng Chen 006; Hang Liu 005; Lei Shen 001; Yang Song 008; Xiaodong He 001 (NLPCC (1), 2020)

User-Inspired Posterior Network for Recommendation Reason Generation. - Haolan Zhan; Hainan Zhang; Hongshen Chen; Lei Shen 001; Yanyan Lan; Zhuoye Ding; Dawei Yin (SIGIR, 2020)

Probing Product Description Generation via Posterior Distillation. - Haolan Zhan; Hainan Zhang; Hongshen Chen; Lei Shen 001; Zhuoye Ding; Yongjun Bao; Weipeng Yan; Yanyan Lan (AAAI, 2021)

GTM: A Generative Triple-wise Model for Conversational Question Generation. - Lei Shen 001; Fandong Meng; Jinchao Zhang 001; Yang Feng 004; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. - Lei Shen 001; Haolan Zhan; Xin Shen; Hongshen Chen; Xiaofang Zhao; Xiaodan Zhu 001 (CIKM, 2021)

Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. - Lei Shen 001; Jinchao Zhang 001; Jiao Ou; Xiaofang Zhao; Jie Zhou 016 (EMNLP (Findings), 2021)

CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. - Haolan Zhan; Lei Shen 001; Hongshen Chen; Hainan Zhang (EMNLP (1), 2021)

Learning to Select Context in a Hierarchical and Global Perspective for Open-Domain Dialogue Generation. - Lei Shen 001; Haolan Zhan; Xin Shen; Yang Feng 004 (ICASSP, 2021)

Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation. - Lei Shen 001; Haolan Zhan; Xin Shen; Yonghao Song; Xiaofang Zhao (ACM Multimedia, 2021)

Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. - Lei Shen 001; Jinchao Zhang 001; Jiao Ou; Xiaofang Zhao; Jie Zhou 016 (CoRR, 2021)

Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. - Ruixue Liu; Shaozu Yuan; Aijun Dai; Lei Shen 001; Tiangang Zhu; Meng Chen 006; Xiaodong He 001 (COLING, 2022)

Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition. - Meihuizi Jia; Xin Shen; Lei Shen 001; Jinhui Pang; Lejian Liao; Yang Song 008; Meng Chen 006; Xiaodong He 001 (ACM Multimedia, 2022)

Modeling semantic and emotional relationship in multi-turn emotional conversations using multi-task learning. - Fuwei Cui; Hui Di; Lei Shen 001; Kazushige Ouchi; Ze Liu; Jinan Xu (Appl. Intell., 2022)

MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding. - Meihuizi Jia; Lei Shen 001; Xin Shen; Lejian Liao; Meng Chen 006; Xiaodong He 001; Zhendong Chen; Jiaqi Li (AAAI, 2023)

DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. - Guanqun Bi; Lei Shen 001; Yanan Cao 001; Meng Chen 006; Yuqiang Xie; Zheng Lin 001; Xiaodong He 001 (ACL (1), 2023)

Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection. - Yiwei Wei; Shaozu Yuan; Ruosong Yang; Lei Shen 001; Zhangmeizhi Li; Longbiao Wang; Meng Chen 006 (ACL (1), 2023)

Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training. - Zhenyu Zhang; Lei Shen 001; Yuming Zhao; Meng Chen 006; Xiaodong He 001 (ACL (1), 2023)

POSPAN: Position-Constrained Span Masking for Language Model Pre-training. - Zhenyu Zhang; Lei Shen 001; Yuming Zhao; Meng Chen 006; Xiaodong He 001 (CIKM, 2023)

A Group Fairness Lens for Large Language Models. - Guanqun Bi; Lei Shen 001; Yuqiang Xie; Yanan Cao 001; Tiangang Zhu; Xiaodong He 001 (CoRR, 2023)

MPP-net: Multi-perspective perception network for dense video captioning. - Yiwei Wei; Shaozu Yuan; Meng Chen 006; Xin Shen; Longbiao Wang; Lei Shen 001; Zhiling Yan (Neurocomputing, 2023)

MuJo-SF: Multimodal Joint Slot Filling for Attribute Value Prediction of E-Commerce Commodities. - Meihuizi Jia; Lei Shen 001; Luu Anh Tuan; Meng Chen 006; Jing Xu; Lejian Liao; Shaozu Yuan; Xiaodong He 001 (IEEE Trans. Multim., 2024)