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"

50 / 308 papers shown

Title
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 38 696 0 06 Nov 2017
Finding Dominant User Utterances And System Responses in Conversations Dhiraj Madan Sachindra Joshi 41 4 0 29 Oct 2017
Bringing Semantic Structures to User Intent Detection in Online Medical Queries Chenwei Zhang Nan Du Wei Fan Yaliang Li Chun-Ta Lu Philip S. Yu 18 13 0 22 Oct 2017
A retrieval-based dialogue system utilizing utterance and context embeddings A. Bartl Gerasimos Spanakis RALM 22 38 0 16 Oct 2017
Evaluating Visual Conversational Agents via Cooperative Human-AI Games Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh 38 78 0 17 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Domain Aware Neural Dialog System Sajal Choudhary Prerna Srivastava L. Ungar João Sedoc VLM 24 23 0 02 Aug 2017
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 44 40 0 01 Aug 2017
Iris: A Conversational Agent for Complex Tasks Ethan Fast Binbin Chen Julia Mendelsohn J. Bassen Michael S. Bernstein OffRL 14 133 0 17 Jul 2017
Do Neural Nets Learn Statistical Laws behind Natural Language? Shuntaro Takahashi Kumiko Tanaka-Ishii 41 27 0 16 Jul 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 21 246 0 12 Jul 2017
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management Pei-hao Su Paweł Budzianowski Stefan Ultes Milica Gasic S. Young OffRL 24 129 0 01 Jul 2017
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao Allen Lu Kyusong Lee M. Eskénazi AuLLM 39 87 0 26 Jun 2017
Assigning personality/identity to a chatting machine for coherent conversation generation Qiao Qian Minlie Huang Haizhou Zhao Jingfang Xu Xiaoyan Zhu 24 65 0 09 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 38 136 0 05 Jun 2017
Efficient Natural Language Response Suggestion for Smart Reply Matthew Henderson Rami Al-Rfou B. Strope Yun-hsuan Sung László Lukács Ruiqi Guo Sanjiv Kumar Balint Miklos R. Kurzweil 30 423 0 01 May 2017
A Conditional Variational Framework for Dialog Generation Xiaoyu Shen Hui Su Yanran Li Wenjie Li Shuzi Niu Yang Zhao Akiko Aizawa Guoping Long 30 115 0 30 Apr 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Chris Hokamp Qun Liu 24 372 0 24 Apr 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 39 200 0 24 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 32 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 29 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 31 424 0 20 Mar 2017
Learning Conversational Systems that Interleave Task and Non-Task Content Zhou Yu A. Black Alexander I. Rudnicky 32 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 30 209 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 21 898 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 38 493 0 06 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 71 990 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 50 427 0 23 Nov 2016
Coherent Dialogue with Attention-based Language Models Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter AuLLM 35 83 0 21 Nov 2016
Prototypical Recurrent Unit Dingkun Long Richong Zhang Yongyi Mao 22 6 0 20 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 24 93 0 18 Nov 2016
Dialogue Session Segmentation by Embedding-Enhanced TextTiling Yiping Song Lili Mou Rui Yan Li Yi Zinan Zhu Xiaohua Hu Ming Zhang 33 32 0 13 Oct 2016
Personalizing a Dialogue System with Transfer Reinforcement Learning Kaixiang Mo Shuangyin Li Yu Zhang Jiajun Li Qiang Yang OffRL 34 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 26 254 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 1,101 0 25 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 590 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 41 122 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 19 190 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 38 92 0 01 Jun 2016