v1v2v3 (latest)

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"

30 / 30 papers shown

Title
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 90 0 0 20 Jan 2025
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 123 15 0 11 Jun 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Preslav Nakov Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 136 12 0 26 May 2022
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 103 389 0 27 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 136 252 0 02 Feb 2017
Neural Personalized Response Generation as Domain Adaptation Weinan Zhang Ting Liu Yifa Wang Qingfu Zhu 89 106 0 09 Jan 2017
Smart Reply: Automated Response Suggestion for Email Anjuli Kannan Karol Kurach Sujith Ravi Tobias Kaufmann Andrew Tomkins ... G. Corrado László Lukács Marina Ganea Peter Young Vivek Ramavajjala VLM 58 310 0 15 Jun 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 208 2,340 0 09 May 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
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,365 0 19 Nov 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
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 109 907 0 22 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 153 1,769 0 19 Jun 2015
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks Emily L. Denton Soumith Chintala Arthur Szlam Rob Fergus GAN 114 2,245 0 18 Jun 2015
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 117 1,262 0 07 Jun 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 188 1,962 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Variational Recurrent Auto-Encoders Otto Fabius Joost R. van Amersfoort GAN BDL DRL 102 247 0 20 Dec 2014
Learning Stochastic Recurrent Networks Justin Bayer Christian Osendorfer BDL 102 274 0 27 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,611 0 10 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
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 486 16,916 0 20 Dec 2013
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 182 704 0 27 Jun 2012
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