Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Dual Inference for Improving Language Understanding and Generation

Oct 15, 2020
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen

* Published in Findings of EMNLP 2020. The first two authors contributed to this paper equally 

  Access Paper or Ask Questions

Lifelong Language Knowledge Distillation

Oct 05, 2020
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

* EMNLP 2020 long paper 

  Access Paper or Ask Questions

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning

Apr 30, 2020
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen

* Accepted by ACL 2020 

  Access Paper or Ask Questions

Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation

Oct 03, 2019
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

* In Proceedings of the 10th International Workshop on Health Text Mining and Information Analysis at EMNLP (LOUHI 2019) 

  Access Paper or Ask Questions

Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling

Aug 14, 2019
Yi-Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yu-Hsuan Deng, Shang-Yu Su, Yun-Nung Chen

* Accepted for a poster session at the DSTC7 workshop at AAAI 2019 

  Access Paper or Ask Questions

Bridging Dialogue Generation and Facial Expression Synthesis

May 28, 2019
Shang-Yu Su, Yun-Nung Chen


  Access Paper or Ask Questions

Dual Supervised Learning for Natural Language Understanding and Generation

May 28, 2019
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen

* Accepted by ACL 2019 

  Access Paper or Ask Questions

Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model

Mar 23, 2019
Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung Chen

* Published in DSTC7 workshop at AAAI 2019 

  Access Paper or Ask Questions

Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer

Mar 21, 2019
Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen


  Access Paper or Ask Questions

RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection

Mar 21, 2019
Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen


  Access Paper or Ask Questions

Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling

Nov 01, 2018
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen


  Access Paper or Ask Questions

Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder

Oct 31, 2018
Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen

* The first three authors contributed equally 

  Access Paper or Ask Questions

Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation

Sep 19, 2018
Shang-Yu Su, Yun-Nung Chen

* accepted by the 7th IEEE Workshop on Spoken Language Technology (SLT 2018). arXiv admin note: text overlap with arXiv:1808.02747 

  Access Paper or Ask Questions

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning

Sep 06, 2018
Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen

* 11 pages, 10 figures, EMNLP 2018 long paper 

  Access Paper or Ask Questions

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns

Aug 09, 2018
Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh, Yun-Nung Chen

* Published in NAACL-HLT 2018, the first two authors have equal contributions 

  Access Paper or Ask Questions

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

May 23, 2018
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong, Shang-Yu Su

* 11 pages, 8 figures, Accepted in ACL 2018 

  Access Paper or Ask Questions

Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding

Dec 08, 2017
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen

* Accepted by ASRU 2017. arXiv admin note: text overlap with arXiv:1710.00164 

  Access Paper or Ask Questions

Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning

Sep 30, 2017
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen

* Accepted by IJCNLP 2017, The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017) 

  Access Paper or Ask Questions