A Dependency Edge-based Transfer Model for Statistical Machine Translation. - Hongshen Chen; Jun Xie; Fandong Meng; Wenbin Jiang 002; Qun Liu 001 (COLING, 2014)

Neural Network for Heterogeneous Annotations. - Hongshen Chen; Yue Zhang 004; Qun Liu 001 (EMNLP, 2016)

A Survey on Dialogue Systems: Recent Advances and New Frontiers. - Hongshen Chen; Xiaorui Liu; Dawei Yin; Jiliang Tang (SIGKDD Explor., 2017)

Knowledge Diffusion for Neural Dialogue Generation. - Shuman Liu; Hongshen Chen; Zhaochun Ren; Yang Feng 004; Qun Liu 001; Dawei Yin (ACL (1), 2018)

Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation. - Xisen Jin; Wenqiang Lei; Zhaochun Ren; Hongshen Chen; Shangsong Liang; Yihong Zhao 002; Dawei Yin (CIKM, 2018)

Learning Tag Dependencies for Sequence Tagging. - Yuan Zhang 015; Hongshen Chen; Yihong Zhao 002; Qun Liu 001; Dawei Yin (IJCAI, 2018)

Hierarchical Variational Memory Network for Dialogue Generation. - Hongshen Chen; Zhaochun Ren; Jiliang Tang; Yihong Eric Zhao; Dawei Yin (WWW, 2018)

Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation. - Xisen Jin; Wenqiang Lei; Zhaochun Ren; Hongshen Chen; Shangsong Liang; Yihong Zhao 002; Dawei Yin (CoRR, 2018)

Fine-Grained Product Categorization in E-commerce. - Hongshen Chen; Jiashu Zhao; Dawei Yin (CIKM, 2019)

A Dynamic Product-aware Learning Model for E-commerce Query Intent Understanding. - Jiashu Zhao; Hongshen Chen; Dawei Yin (CIKM, 2019)

Adaptive Parameterization for Neural Dialogue Generation. - Hengyi Cai; Hongshen Chen; Cheng Zhang; Yonghao Song; Xiaofang Zhao; Dawei Yin (EMNLP/IJCNLP (1), 2019)

EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation. - Qintong Li; Hongshen Chen; Zhaochun Ren; Zhumin Chen; Zhaopeng Tu; Jun Ma 001 (CoRR, 2019)

Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation. - Hengyi Cai; Hongshen Chen; Cheng Zhang; Yonghao Song; Xiaofang Zhao; Yangxi Li; Dongsheng Duan; Dawei Yin (AAAI, 2020)

Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network. - Shaoxiong Feng; Hongshen Chen; Kan Li 001; Dawei Yin (AAAI, 2020)

Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight. - Hengyi Cai; Hongshen Chen; Yonghao Song; Cheng Zhang; Xiaofang Zhao; Dawei Yin (ACL, 2020)

EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation. - Qintong Li; Hongshen Chen; Zhaochun Ren; Pengjie Ren; Zhaopeng Tu; Zhumin Chen (COLING, 2020)

Group-wise Contrastive Learning for Neural Dialogue Generation. - Hengyi Cai; Hongshen Chen; Yonghao Song; Zhuoye Ding; Yongjun Bao; Weipeng Yan; Xiaofang Zhao (EMNLP (Findings), 2020)

Regularizing Dialogue Generation by Imitating Implicit Scenarios. - Shaoxiong Feng; Xuancheng Ren; Hongshen Chen; Bin Sun 004; Kan Li 001; Xu Sun 001 (EMNLP (1), 2020)

Exemplar Guided Neural Dialogue Generation. - Hengyi Cai; Hongshen Chen; Yonghao Song; Xiaofang Zhao; Dawei Yin (IJCAI, 2020)

Modeling Topical Relevance for Multi-Turn Dialogue Generation. - Hainan Zhang; Yanyan Lan; Liang Pang; Hongshen Chen; Zhuoye Ding; Dawei Yin (IJCAI, 2020)

AIIS: The SIGIR 2020 Workshop on Applied Interactive Information Systems. - Hongshen Chen; Zhaochun Ren; Pengjie Ren; Dawei Yin; Xiaodong He 001 (SIGIR, 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)

Collaborative Group Learning. - Shaoxiong Feng; Hongshen Chen; Xuancheng Ren; Zhuoye Ding; Kan Li 001; Xu Sun 001 (AAAI, 2021)

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)

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)

Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. - Junpeng Liu 001; Yanyan Zou; Hainan Zhang; Hongshen Chen; Zhuoye Ding; Caixia Yuan; Xiaojie Wang 006 (EMNLP (Findings), 2021)

FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning. - Xu Wang; Hainan Zhang; Shuai Zhao 001; Yanyan Zou; Hongshen Chen; Zhuoye Ding; Bo Cheng 001; Yanyan Lan (EMNLP (Findings), 2021)

Adaptive Bridge between Training and Inference for Dialogue Generation. - Haoran Xu; Hainan Zhang; Yanyan Zou; Hongshen Chen; Zhuoye Ding; Yanyan Lan (EMNLP (1), 2021)

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

Improving Sequential Recommendation Consistency with Self-Supervised Imitation. - Xu Yuan 006; Hongshen Chen; Yonghao Song; Xiaofang Zhao; Zhuoye Ding (IJCAI, 2021)

Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition. - Haolan Zhan; Hainan Zhang; Hongshen Chen; Zhuoye Ding; Yongjun Bao; Yanyan Lan (NAACL-HLT, 2021)

User-Inspired Posterior Network for Recommendation Reason Generation. - Haolan Zhan; Hainan Zhang; Hongshen Chen; Lei Shen; Yanyan Lan; Zhuoye Ding; Dawei Yin (CoRR, 2021)

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

Improving Sequential Recommendation Consistency with Self-Supervised Imitation. - Xu Yuan 006; Hongshen Chen; Yonghao Song; Xiaofang Zhao; Zhuoye Ding; Zhen He; Bo Long (CoRR, 2021)

Adaptive Bridge between Training and Inference for Dialogue. - Haoran Xu; Hainan Zhang; Yanyan Zou; Hongshen Chen; Zhuoye Ding; Yanyan Lan (CoRR, 2021)

From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. - Yue Fang; Hainan Zhang; Hongshen Chen; Zhuoye Ding; Bo Long; Yanyan Lan; Yanquan Zhou (NAACL-HLT, 2022)

Answering Ambiguous Questions via Iterative Prompting. - Weiwei Sun 001; Hengyi Cai; Hongshen Chen; Pengjie Ren; Zhumin Chen; Maarten de Rijke; Zhaochun Ren (ACL (1), 2023)

Automatic Marketing Theme and Commodity Construction System for E-commerce. - Zhiping Wang; Peng Lin; Hainan Zhang; Hongshen Chen; Tianhao Li; Zhuoye Ding; Sulong Xu; Jinghe Hu (EMNLP (Industry Track), 2023)

Contrastive Learning with Dialogue Attributes for Neural Dialogue Generation. - Jie Tan; Hengyi Cai; Hongshen Chen; Hong Cheng 001; Helen Meng; Zhuoye Ding (ICASSP, 2023)

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Lingfei Wu 001; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Xiangnan He 001 (CoRR, 2023)

HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning. - Xu Wang; Hainan Zhang; Shuai Zhao 001; Hongshen Chen; Bo Cheng 001; Zhuoye Ding; Sulong Xu; Weipeng Yan; Yanyan Lan (Neurocomputing, 2023)

A Hybrid Multi-Agent Conversational Recommender System with LLM and Search Engine in E-commerce. - Guangtao Nie; Rong Zhi; Xiaofan Yan; Yufan Du; Xiangyang Zhang; Jianwei Chen; Mi Zhou; Hongshen Chen; Tianhao Li; Ziguang Cheng; Sulong Xu; Jinghe Hu (RecSys, 2024)

Debiasing Counterfactual Context With Causal Inference for Multi-Turn Dialogue Reasoning. - Xu Wang; Hainan Zhang; Shuai Zhao 001; Hongshen Chen; Zhuoye Ding; Zhiguo Wan; Bo Cheng 001; Yanyan Lan (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Small Fixed-Wing Unmanned Aerial Vehicle Path Following Under Low Altitude Wind Shear Disturbance. - Zhouyu Zhang; Chenyuan He; Hongshen Chen; Yiqun Zhang; Hai Wang 003; Yingfeng Cai; Long Chen 003; Haitong Li; Tongwei Lu (IEEE Trans. Intell. Transp. Syst., 2024)

Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge. - Yue Fang; Zhi Jin; Jie An 001; Hongshen Chen; Xiaohong Chen; Naijun Zhan (ACL (Findings), 2025)

Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention. - Yanhao Li; Hongshen Chen; Heng Zhang; Zhiwei Ge; Tianhao Li; Sulong Xu; Guibo Luo (COLING, 2025)

Vague Preference Policy Learning for Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Lingfei Wu 001 (ACM Trans. Inf. Syst., 2025)