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Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey

10 May 2021

Papers citing "Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey"

47 / 297 papers shown

Title
Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su Stefan Ultes David Vandyke S. Young 84 79 0 10 Jun 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 110 970 0 09 Jun 2016
Continuously Learning Neural Dialogue Management Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young 83 122 0 08 Jun 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 100 265 0 08 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 359 1,375 0 06 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 288 1,341 0 05 Jun 2016
An Attentional Neural Conversation Model with Improved Specificity Kaisheng Yao Baolin Peng Geoffrey Zweig Kam-Fai Wong 81 30 0 03 Jun 2016
End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning Jason D. Williams Geoffrey Zweig OffRL 58 155 0 03 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 82 782 0 24 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 164 1,108 0 19 May 2016
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao Minlie Huang Xiaoyan Zhu 83 187 0 17 Apr 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 93 1,109 0 15 Apr 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 106 1,300 0 25 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 206 1,540 0 21 Mar 2016
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Ji Young Lee Franck Dernoncourt HAI 63 445 0 12 Mar 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su David Vandyke S. Young 60 188 0 03 Mar 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 210 8,882 0 04 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Neural Generative Question Answering Jun Yin Xin Jiang Zhengdong Lu Lifeng Shang Hang Li Xiaoming Li 92 216 0 04 Dec 2015
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 93 3,771 0 20 Nov 2015
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 73 1,202 0 16 Oct 2015
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 124 1,201 0 13 Oct 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 149 2,406 0 11 Oct 2015
Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems Pei-hao Su David Vandyke Milica Gasic Dongho Kim N. Mrksic Tsung-Hsien Wen S. Young 73 70 0 13 Aug 2015
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking Tsung-Hsien Wen Milica Gasic Dongho Kim N. Mrksic Pei-hao Su David Vandyke S. Young 76 187 0 07 Aug 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 178 1,756 0 17 Jul 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 90 552 0 08 Jul 2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 96 950 0 30 Jun 2015
deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets Michel Galley Chris Brockett Alessandro Sordoni Yangfeng Ji Michael Auli Chris Quirk Margaret Mitchell Jianfeng Gao W. Dolan 104 156 0 23 Jun 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian-Yun Nie Jianfeng Gao W. Dolan 103 907 0 22 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 151 1,769 0 19 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 143 3,066 0 09 Jun 2015
A Critical Review of Recurrent Neural Networks for Sequence Learning Zachary Chase Lipton John Berkowitz Charles Elkan 131 2,350 0 29 May 2015
Neural Responding Machine for Short-Text Conversation Lifeng Shang Zhengdong Lu Hang Li 121 1,146 0 09 Mar 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 607 12,745 0 11 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 496 43,717 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 270 6,791 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 605 15,907 0 12 Nov 2013
A Computational Approach to Politeness with Application to Social Factors Cristian Danescu-Niculescu-Mizil Moritz Sudhof Dan Jurafsky J. Leskovec Christopher Potts 85 440 0 25 Jun 2013
Dialogue System: A Brief Review Suket Arora Kamaljeet Batra Sarabjit Singh 51 33 0 18 Jun 2013
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 108 696 0 15 Jan 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 209 5,361 0 21 Nov 2012
Chameleons in imagined conversations: A new approach to understanding coordination of linguistic style in dialogs Cristian Danescu-Niculescu-Mizil Lillian Lee 104 428 0 15 Jun 2011
Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System Michael Kearns Diane Litman Satinder Singh M. Walker OffRL 99 426 0 03 Jun 2011