A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

19 May 2016

Aaron Courville

Papers citing "A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues"

26 / 526 papers shown

Title
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 8 752 0 31 Mar 2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning Abhishek Das Satwik Kottur J. M. F. Moura Stefan Lee Dhruv Batra OffRL 31 423 0 20 Mar 2017
Tree Memory Networks for Modelling Long-term Temporal Dependencies Tharindu Fernando Simon Denman A. Mcfadyen S. Sridharan Clinton Fookes 16 53 0 12 Mar 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 15 383 0 27 Feb 2017
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che Yanran Li Ruixiang Zhang R. Devon Hjelm Wenjie Li Yangqiu Song Yoshua Bengio GAN 23 234 0 26 Feb 2017
Data Distillation for Controlling Specificity in Dialogue Generation Jiwei Li Will Monroe Dan Jurafsky 15 22 0 22 Feb 2017
Latent Variable Dialogue Models and their Diversity S. Clark Kris Cao 13 67 0 20 Feb 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 14 334 0 10 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 18 251 0 08 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 29 251 0 02 Feb 2017
Hierarchical Recurrent Attention Network for Response Generation Chen Xing Wei Yu Wu Yu-Huan Wu Ming Zhou Yalou Huang Wei-Ying Ma 11 209 0 25 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 18 897 0 23 Jan 2017
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao Lili Mou Dongyan Zhao Rui Yan 18 217 0 11 Jan 2017
Neural Personalized Response Generation as Domain Adaptation Weinan Zhang Ting Liu Yifa Wang Qingfu Zhu 14 105 0 09 Jan 2017
Piecewise Latent Variables for Neural Variational Text Processing Iulian Serban Alexander Ororbia Joelle Pineau Aaron Courville DRL BDL 16 2 0 01 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 52 989 0 26 Nov 2016
Generative Deep Neural Networks for Dialogue: A Short Review Iulian Serban Ryan J. Lowe Laurent Charlin Joelle Pineau 16 93 0 18 Nov 2016
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 27 671 0 08 Nov 2016
Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems Yiping Song Rui Yan Xiang Li Dongyan Zhao Ming Zhang 13 106 0 23 Oct 2016
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis Sebastian Ruder Parsa Ghaffari J. Breslin 16 268 0 09 Sep 2016
Constructing a Natural Language Inference Dataset using Generative Neural Networks Janez Starc Dunja Mladenić 19 7 0 20 Jul 2016
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation Lili Mou Yiping Song Rui Yan Ge Li Lu Zhang Zhi Jin 21 254 0 04 Jul 2016
Neural Net Models for Open-Domain Discourse Coherence Jiwei Li Dan Jurafsky 24 123 0 05 Jun 2016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Serban Tim Klinger Gerald Tesauro Kartik Talamadupula Bowen Zhou Yoshua Bengio Aaron Courville 11 190 0 02 Jun 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 16 1,285 0 25 Mar 2016
A Survey of Available Corpora for Building Data-Driven Dialogue Systems Iulian Serban Ryan J. Lowe Peter Henderson Laurent Charlin Joelle Pineau 8 341 0 17 Dec 2015