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)

Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. - Bin Sun 004; Shaoxiong Feng; Yiwei Li 001; Jiamou Liu; Kan Li 001 (ACL/IJCNLP (1), 2021)

Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. - Bin Sun 004; Shaoxiong Feng; Yiwei Li 001; Weichao Wang; Fei Mi; Yitong Li; Kan Li 001 (EMNLP (Findings), 2022)

Diversifying Neural Dialogue Generation via Negative Distillation. - Yiwei Li 001; Shaoxiong Feng; Bin Sun 004; Kan Li 001 (NAACL-HLT, 2022)

THINK: A novel conversation model for generating grammatically correct and coherent responses. - Bin Sun 004; Shaoxiong Feng; Yiwei Li 001; Jiamou Liu; Kan Li 001 (Knowl. Based Syst., 2022)

Heterogeneous-Branch Collaborative Learning for Dialogue Generation. - Yiwei Li 001; Shaoxiong Feng; Bin Sun 004; Kan Li 001 (AAAI, 2023)

Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables. - Bin Sun 004; Yitong Li; Fei Mi; Weichao Wang; Yiwei Li 001; Kan Li 001 (AAAI, 2023)

Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue. - Bin Sun 004; Yitong Li; Fei Mi; Fanhu Bie; Yiwei Li 001; Kan Li 001 (ACL (2), 2023)

Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation. - Peiwen Yuan; Xinglin Wang; Jiayi Shi; Bin Sun 004; Yiwei Li 001 (NeurIPS, 2023)

EXMODD: An EXplanatory Multimodal Open-Domain Dialogue dataset. - Hang Yin 007; Pinren Lu; Ziang Li; Bin Sun 004; Kan Li 001 (CoRR, 2023)

Stop filtering: Multi-view attribute-enhanced dialogue learning. - Yiwei Li 001; Bin Sun 004; Shaoxiong Feng; Kan Li 001 (Knowl. Based Syst., 2023)

Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. - Yiwei Li 001; Peiwen Yuan; Shaoxiong Feng; Boyuan Pan; Bin Sun 004; Xinglin Wang; Heda Wang; Kan Li 001 (AAAI, 2024)

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. - Yiwei Li 001; Fei Mi; Yitong Li; Yasheng Wang; Bin Sun 004; Shaoxiong Feng; Kan Li 001 (ACL (Findings), 2024)

Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. - Yiwei Li 001; Peiwen Yuan; Shaoxiong Feng; Boyuan Pan; Xinglin Wang; Bin Sun 004; Heda Wang; Kan Li 001 (ICLR, 2024)

MODE: a multimodal open-domain dialogue dataset with explanation. - Hang Yin 007; Pinren Lu; Ziang Li; Bin Sun 004; Kan Li 001 (Appl. Intell., 2024)

Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning. - Hang Yin 007; Zhifeng Lin; Xin Liu; Bin Sun 004; Kan Li 001 (ICASSP, 2025)