| 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 | 470 | 2016 |
| 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 | 468 | 2018 |
| 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 | 411 | 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 | 355 | 2017 |
| 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 | 171 | 2016 |
| 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 | 157 | 2016 |
| 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 | 132 | 2019 |
| 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 | 113 | 2018 |
| 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 | 111 | 2013 |
| End-to-End Learning of Dialogue Agents for Information Access L Li, B Dhingra, J Gao, X Li, YN Chen, L Deng, F Ahmed US Patent App. 15/406,425, 2018 | 108 | 2018 |
| 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 | 98 | 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 | 89 | 2016 |
| Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems TR Chiang, YN Chen 2019 Conference of the North American Chapter of the Association for …, 2019 | 84 | 2019 |
| Detecting Actionable Items in a Conversation among Participants DZ Hakkani-Tur, X He, YN Chen US Patent 10,262,654, 2019 | 82 | 2019 |
| What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding YA Wang, YN Chen The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020 | 70 | 2020 |
| DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs YL Tuan, YN Chen, HY Lee The 2019 Conference on Empirical Methods in Natural Language Processing and …, 2019 | 69 | 2019 |
| 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 | 69 | 2018 |
| Deep Learning for Dialogue Systems YN Chen, A Celikyilmaz, D Hakkani-Tür The 55th Annual Meeting of the Association for Computational Linguistics …, 2017 | 68 | 2017 |
| Overview of the Ninth Dialog System Technology Challenge: DSTC9 C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ... arXiv preprint arXiv:2011.06486, 2020 | 66 | 2020 |
| 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 | 62* | 2018 |
Jianfeng GaoMicrosoft Research, RedmondVerified email at microsoft.com
