Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. - Po-Chun Chen; Ta-Chung Chi; Shang-Yu Su; Yun-Nung Chen (ASRU, 2017)

Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. - Ta-Chung Chi; Po-Chun Chen; Shang-Yu Su; Yun-Nung Chen (IJCNLP(2), 2017)

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. - Shang-Yu Su; Xiujun Li; Jianfeng Gao 001; Jingjing Liu 001; Yun-Nung Chen (EMNLP, 2018)

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. - Shang-Yu Su; Kai-Ling Lo; Yi Ting Yeh; Yun-Nung Chen (NAACL-HLT (2), 2018)

How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues. - Shang-Yu Su; Pei-Chieh Yuan; Yun-Nung Chen (NAACL-HLT, 2018)

Investigating Linguistic Pattern Ordering In Hierarchical Natural Language Generation. - Shang-Yu Su; Yun-Nung Chen (SLT, 2018)

Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling. - Shang-Yu Su; Pei-Chieh Yuan; Yun-Nung Chen (CoRR, 2018)

Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. - Alexander Te-Wei Shieh; Yung-Sung Chuang; Shang-Yu Su; Yun-Nung Chen (LOUHI@EMNLP, 2019)

Dual Supervised Learning for Natural Language Understanding and Generation. - Shang-Yu Su; Chao-Wei Huang; Yun-Nung Chen (ACL (1), 2019)

Compound Variational Auto-encoder. - Shang-Yu Su; Shan-Wei Lin; Yun-Nung Chen (ICASSP, 2019)

Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling. - Shang-Yu Su; Pei-Chieh Yuan; Yun-Nung Chen (ICASSP, 2019)

Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder. - Yu-An Wang; Yu-Kai Huang; Tzu-Chuan Lin; Shang-Yu Su; Yun-Nung Chen (ICASSP, 2019)

Bridging Dialogue Generation and Facial Expression Synthesis. - Shang-Yu Su; Yun-Nung Chen (CoRR, 2019)

Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling. - Yi Ting Yeh; Tzu-Chuan Lin; Hsiao-Hua Cheng; Yu-Hsuan Deng; Shang-Yu Su; Yun-Nung Chen (CoRR, 2019)

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. - Shang-Yu Su; Chao-Wei Huang; Yun-Nung Chen (ACL, 2020)

Lifelong Language Knowledge Distillation. - Yung-Sung Chuang; Shang-Yu Su; Yun-Nung Chen (EMNLP (1), 2020)

Dual Inference for Improving Language Understanding and Generation. - Shang-Yu Su; Yung-Sung Chuang; Yun-Nung Chen (EMNLP (Findings), 2020)

Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. - Ting-Rui Chiang; Chao-Wei Huang; Shang-Yu Su; Yun-Nung Chen (Comput. Speech Lang., 2020)

RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. - Chao-Wei Huang; Ting-Rui Chiang; Shang-Yu Su; Yun-Nung Chen (Comput. Speech Lang., 2020)

Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. - Hao-Tong Ye; Kai-Lin Lo; Shang-Yu Su; Yun-Nung Chen (Comput. Speech Lang., 2020)

TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. - Po-Wei Lin; Shang-Yu Su; Yun-Nung Chen (SIGDIAL, 2022)

BARCOR: Towards A Unified Framework for Conversational Recommendation Systems. - Ting-Chun Wang; Shang-Yu Su; Yun-Nung Chen (CoRR, 2022)

Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues. - Shang-Yu Su; Yung-Sung Chung; Yun-Nung Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2024)