Joint Dual Learning with Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues
Shang-Yu Su
, Yung-Sung Chuang, and Yun-Nung Chen
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues
Shang-Yu Su
*, Po-Wei Lin*, Yun-Nung Chen
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems
Ting-Chun Wang,
Shang-Yu Su
, Yun-Nung Chen
HUMBO: Bridging Response Generation and Facial Expression Synthesis
Shang-Yu Su
*, Po-Wei Lin*, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation
Shang-Yu Su
, Yung-Sung Chuang, and Yun-Nung Chen
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning
Shang-Yu Su
, Chao-Wei Huang, and Yun-Nung Chen
Dual Supervised Learning for Natural Language Understanding and Generation
Shang-Yu Su
, Chao-Wei Huang, and Yun-Nung Chen
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder
Yu-An Wang*, Yu-Kai Huang*, Tzu-Chuan Lin*,
Shang-Yu Su
, and Yun-Nung Chen
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling
Shang-Yu Su
, Pei-Chieh Yuan, and Yun-Nung Chen
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling
Yi-Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yi-Hsuan Deng,
Shang-Yu Su
, and Yun-Nung Chen
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model
Hao-Tong Ye, Kai-Ling Lo,
Shang-Yu Su
, and Yun-Nung Chen
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
Ting-Rui Chiang, Chao-Wei Huang,
Shang-Yu Su
, and Yun-Nung Chen
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection
Chao-Wei Huang, Ting-Rui Chiang,
Shang-Yu Su
, and Yun-Nung Chen
Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation
Shang-Yu Su
, and Yun-Nung Chen
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su
, Xiujun Li, Jianfeng Gao, Jingjing Liu and Yun-Nung Chen
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong, and
Shang-Yu Su
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Shang-Yu Su
, Pei-Chieh Yuan, and Yun-Nung Chen
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
Shang-Yu Su
*, Kai-Ling Lo*, Yi-Ting Yeh, and Yun-Nung Chen (co-first author)
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Shang-Yu Su
*, Po-Chun Chen*, Ta-Chung Chi*, and Yun-Nung Chen (co-first author)
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
Shang-Yu Su
*, Ta-Chung Chi*, Po-Chun Chen*, and Yun-Nung Chen (co-first author)