Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

17 July 2015

Aaron Courville

Papers citing "Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models"

39 / 289 papers shown

Title
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 15 372 0 24 Apr 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 34 200 0 24 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 29 40 0 23 Apr 2017
Exploiting Cross-Sentence Context for Neural Machine Translation Longyue Wang Zhaopeng Tu Andy Way Qun Liu 53 201 0 14 Apr 2017
Towards Building Large Scale Multimodal Domain-Aware Conversation Systems Amrita Saha Mitesh Khapra Karthik Sankaranarayanan 21 8 0 01 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 27 810 0 29 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
Learning Conversational Systems that Interleave Task and Non-Task Content Zhou Yu A. Black Alexander I. Rudnicky 26 51 0 01 Mar 2017
Data Distillation for Controlling Specificity in Dialogue Generation Jiwei Li Will Monroe Dan Jurafsky 23 22 0 22 Feb 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 33 569 0 07 Feb 2017
Hierarchical Recurrent Attention Network for Response Generation Chen Xing Wei Wu Yu-Huan Wu Ming Zhou Yalou Huang Wei-Ying Ma 22 209 0 25 Jan 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 34 58 0 23 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 897 0 23 Jan 2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 38 595 0 22 Dec 2016
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Yu-Huan Wu Wei Wu Chen Xing Ming Zhou Zhoujun Li 20 493 0 06 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 69 990 0 26 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 32 426 0 23 Nov 2016
Coherent Dialogue with Attention-based Language Models Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter AuLLM 32 83 0 21 Nov 2016
Recurrent Memory Addressing for describing videos A. Jain Abhinav Agarwalla Kumar Krishna Agrawal Pabitra Mitra 38 10 0 20 Nov 2016
Generative Deep Neural Networks for Dialogue: A Short Review Iulian Serban Ryan J. Lowe Laurent Charlin Joelle Pineau 18 93 0 18 Nov 2016
Personalizing a Dialogue System with Transfer Reinforcement Learning Kaixiang Mo Shuangyin Li Yu Zhang Jiajun Li Qiang Yang OffRL 28 92 0 10 Oct 2016
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 37 509 0 03 Oct 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
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,099 0 25 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 589 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 21 122 0 08 Jun 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 26 264 0 08 Jun 2016
An Attentional Neural Conversation Model with Improved Specificity Kaisheng Yao Baolin Peng Geoffrey Zweig Kam-Fai Wong 37 30 0 03 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 16 190 0 02 Jun 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 32 92 0 01 Jun 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young OffRL 28 170 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 51 1,104 0 19 May 2016
On the Evaluation of Dialogue Systems with Next Utterance Classification Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau ELM 26 66 0 18 May 2016
LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues Phong Le Marc Dymetman J. Renders KELM MoE 19 27 0 05 May 2016
Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta Raymond J. Mooney 17 75 0 11 Apr 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 21 570 0 10 Feb 2016
Larger-Context Language Modelling Tian Wang Kyunghyun Cho 28 87 0 11 Nov 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 56 2,366 0 11 Oct 2015