| Multi-Domain Joint Semantic Frame Parsing using Bi-directional RNN-LSTM D Hakkani-Tur, G Tur, A Celikyilmaz, YN Chen, J Gao, L Deng, YY Wang The 17th Annual Meeting of the International Speech Communication …, 2016 | 334 | 2016 |
| End-to-End Task-Completion Neural Dialogue Systems X Li, YN Chen, L Li, J Gao, A Celikyilmaz The 8th International Joint Conference on Natural Language Processing …, 2017 | 296 | 2017 |
| Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access B Dhingra, L Li, X Li, J Gao, YN Chen, F Ahmed, L Deng The 55th Annual Meeting of the Association for Computational Linguistics …, 2017 | 276 | 2017 |
| Slot-Gated Modeling for Joint Slot Filling and Intent Prediction CW Goo, G Gao, YK Hsu, CL Huo, TC Chen, KW Hsu, YN Chen 2018 Conference of the North American Chapter of the Association for …, 2018 | 256 | 2018 |
| End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding YN Chen, D Hakkani-Tur, G Tur, J Gao, L Deng The 17th Annual Meeting of the International Speech Communication …, 2016 | 130 | 2016 |
| A User Simulator for Task-Completion Dialogues X Li, ZC Lipton, B Dhingra, L Li, J Gao, YN Chen arXiv preprint arXiv:1612.05688, 2016 | 111 | 2016 |
| Unsupervised Induction and Filling of Semantic Slots for Spoken Dialogue Systems Using Frame-Semantic Parsing YN Chen, WY Wang, AI Rudnicky 2013 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2013), 2013 | 93 | 2013 |
| End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager X Yang, YN Chen, D Hakkani-Tur, P Crook, X Li, J Gao, L Deng The 42nd IEEE International Conference on Acoustics, Speech, and Signal …, 2017 | 79 | 2017 |
| Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models YN Chen, D Hakkani-Tur, X He The 41st IEEE International Conference on Acoustics, Speech, and Signal …, 2016 | 73 | 2016 |
| Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning SY Su, X Li, J Gao, J Liu, YN Chen The 2018 Conference on Empirical Methods in Natural Language Processing …, 2018 | 51 | 2018 |
| Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts CW Goo, YN Chen The 7th IEEE Workshop on Spoken Language Technology (SLT 2018), 2018 | 46 | 2018 |
| Tree Transformer: Integrating Tree Structures into Self-Attention YS Wang, HY Lee, YN Chen The 2019 Conference on Empirical Methods in Natural Language Processing and …, 2019 | 43 | 2019 |
| Syntax or Semantics? Knowledge-Guided Joint Semantic Frame Parsing YN Chen, D Hakkani-Tur, G Tur, A Celikyilmaz, J Gao, L Deng 6th IEEE Workshop on Spoken Language Technology (SLT 2016), 2016 | 41 | 2016 |
| An Intelligent Assistant for High-Level Task Understanding M Sun, YN Chen, AI Rudnicky The 21st Annual Meeting of the Intelligent Interfaces Community (IUI 2016), 2016 | 40 | 2016 |
| Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding YN Chen, WY Wang, A Gershman, AI Rudnicky The 53rd Annual Meeting of the Association for Computational Linguistics and …, 2015 | 38 | 2015 |
| Automatic Key Term Extraction from Spoken Course Lectures Using Branching Entropy and Prosodic/Semantic Features YN Chen, Y Huang, SY Kong, LS Lee The 3rd IEEE Workshop on Spoken Language Technology (SLT 2010), 265-270, 2010 | 37 | 2010 |
| MUSE: Modulizing Unsupervised Sense Embeddings GH Lee, YN Chen The 2017 Conference on Empirical Methods in Natural Language Processing …, 2017 | 36 | 2017 |
| Deep Learning for Dialogue Systems YN Chen, A Celikyilmaz, D Hakkani-Tür The 55th Annual Meeting of the Association for Computational Linguistics …, 2017 | 36 | 2017 |
| Leveraging Frame Semantics and Distributional Semantics for Unsupervised Semantic Slot Induction in Spoken Dialogue Systems YN Chen, WY Wang, AI Rudnicky 2014 IEEE Spoken Language Technology Workshop (SLT 2014), 2014 | 36 | 2014 |
| Joint Language Understanding and Dialogue Management X Li, PA Crook, L Deng, J Gao, Y Chen, X Yang US Patent App. 15/368,380, 2018 | 34* | 2018 |
Jianfeng GaoMicrosoft Research, RedmondVerified email at microsoft.com
