Shang-Yu Su

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Mutual Information Maximization

Aggregated Search

Linguistic Patterns

Top Venues

Comput. Speech Lang.

Publications

Shang-Yu Su, Yung-Sung Chung, Yun-Nung Chen
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Ting-Chun Wang, Shang-Yu Su, Yun-Nung Chen
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems. CoRR (2022)
Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. SIGDIAL (2022)
Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. CoRR (2021)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. EMNLP (Findings) (2020)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. ACL (2020)
Hao-Tong Ye, Kai-Lin Lo, Shang-Yu Su, Yun-Nung Chen
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. Comput. Speech Lang. 63 (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. CoRR (2020)
Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. Comput. Speech Lang. 63 (2020)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. CoRR (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. EMNLP (1) (2020)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. CoRR (2020)
Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. Comput. Speech Lang. 63 (2020)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Dual Supervised Learning for Natural Language Understanding and Generation. ACL (1) (2019)
Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. CoRR (2019)
Shang-Yu Su, Shan-Wei Lin, Yun-Nung Chen
Compound Variational Auto-encoder. ICASSP (2019)
Shang-Yu Su, Yun-Nung Chen
Bridging Dialogue Generation and Facial Expression Synthesis. CoRR (2019)
Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. CoRR (2019)
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling. ICASSP (2019)
Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder. ICASSP (2019)
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. LOUHI@EMNLP (2019)
Yi Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yu-Hsuan Deng, Shang-Yu Su, Yun-Nung Chen
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling. CoRR (2019)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Dual Supervised Learning for Natural Language Understanding and Generation. CoRR (2019)
Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung Chen
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. CoRR (2019)
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. CoRR (2019)
Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. EMNLP (2018)
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling. CoRR (2018)
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues. NAACL-HLT (2018)
Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder. CoRR (2018)
Shang-Yu Su, Yun-Nung Chen
Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation. CoRR (2018)
Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. NAACL-HLT (2) (2018)
Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. CoRR (2018)
Shang-Yu Su, Yun-Nung Chen
Investigating Linguistic Pattern Ordering In Hierarchical Natural Language Generation. SLT (2018)
Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. CoRR (2018)
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. IJCNLP(2) (2017)
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding. CoRR (2017)
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. ASRU (2017)
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. CoRR (2017)