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"

50 / 526 papers shown

Title
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 17 72 0 26 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
Teacher-Student Framework Enhanced Multi-domain Dialogue Generation Shuke Peng Xinjing Huang Zehao Lin Feng Ji Haiqing Chen Yin Zhang 19 17 0 20 Aug 2019
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model Zhihong Shao Minlie Huang Jiangtao Wen Wenfei Xu Xiaoyan Zhu 27 107 0 19 Aug 2019
RefNet: A Reference-aware Network for Background Based Conversation Chuan Meng Pengjie Ren Zhumin Chen Christof Monz Jun Ma Maarten de Rijke 21 61 0 18 Aug 2019
A Multi-Turn Emotionally Engaging Dialog Model Yubo Xie Ekaterina Svikhnushina P. Pu 19 15 0 15 Aug 2019
Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity Yang Hu Giovanni Montana 17 5 0 14 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 16 5 0 05 Aug 2019
DLGNet: A Transformer-based Model for Dialogue Response Generation O. Olabiyi Erik T. Mueller 16 12 0 26 Jul 2019
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References Prakhar Gupta Shikib Mehri Tiancheng Zhao Amy Pavel M. Eskénazi Jeffrey P. Bigham 18 86 0 24 Jul 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 22 308 0 12 Jul 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 31 41 0 11 Jul 2019
Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems Jatin Ganhotra S. Patel Kshitij P. Fadnis 25 6 0 11 Jul 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation Hainan Zhang Yanyan Lan Liang Pang J. Guo Xueqi Cheng 24 114 0 09 Jul 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces Yu Bao Hao Zhou Shujian Huang Lei Li Lili Mou Olga Vechtomova Xinyu Dai Jiajun Chen DRL 21 107 0 06 Jul 2019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes Chinnadhurai Sankar Sujith Ravi OffRL 21 33 0 05 Jul 2019
Learning Multi-Party Turn-Taking Models from Dialogue Logs Maira Gatti de Bayser Paulo Cavalin Claudio S. Pinhanez Bianca Zadrozny 6 8 0 03 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 22 111 0 02 Jul 2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog Natasha Jaques Asma Ghandeharioun J. Shen Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 45 336 0 30 Jun 2019
Self-Supervised Dialogue Learning Jiawei Wu Xin Eric Wang William Yang Wang SSL 19 58 0 30 Jun 2019
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems Asma Ghandeharioun J. Shen Natasha Jaques Craig Ferguson Noah J. Jones Àgata Lapedriza Rosalind W. Picard 20 91 0 21 Jun 2019
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables Lei Shen Yang Feng Haolan Zhan BDL 33 29 0 18 Jun 2019
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation Wenxian Shi Hao Zhou Ning Miao Lei Li CoGe DRL 15 8 0 16 Jun 2019
Improving Background Based Conversation with Context-aware Knowledge Pre-selection Yangjun Zhang Pengjie Ren Maarten de Rijke BDL 19 18 0 16 Jun 2019
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics Generation Haoshen Fan Jie Wang Bojin Zhuang Shaojun Wang Jing Xiao 25 21 0 15 Jun 2019
Neural Response Generation with Meta-Words Can Xu Wei Wu Chongyang Tao Huang Hu Matthew Schuerman Ying Wang 32 38 0 14 Jun 2019
Improving Multi-turn Dialogue Modelling with Utterance ReWriter Hui Su Xiaoyu Shen Rongzhi Zhang Fei Sun Pengwei Hu Cheng Niu Jie Zhou KELM 15 108 0 14 Jun 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems Weikang Wang Jiajun Zhang Q. Li M. Hwang Chengqing Zong Zhifei Li CLL 28 21 0 12 Jun 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 33 2,295 0 06 Jun 2019
Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection Chaotao Chen Jinhua Peng Fan Wang J. Xu Hua Wu 24 35 0 05 Jun 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study Chinnadhurai Sankar Sandeep Subramanian C. Pal A. Chandar Yoshua Bengio 11 121 0 04 Jun 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching Jihun Choi Taeuk Kim Sang-goo Lee BDL 39 6 0 04 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 31 52 0 02 Jun 2019
GSN: A Graph-Structured Network for Multi-Party Dialogues Wenpeng Hu Zhangming Chan Bing-Quan Liu Dongyan Zhao Jinwen Ma Rui Yan 24 74 0 31 May 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 22 133 0 28 May 2019
ODE $^2$ VAE: Deep generative second order ODEs with Bayesian neural networks Çağatay Yıldız Markus Heinonen Harri Lähdesmäki BDL DRL 27 88 0 27 May 2019
Bivariate Beta-LSTM Kyungwoo Song Joonho Jang Seung-Jae Shin Il-Chul Moon 20 6 0 25 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu 21 5 0 19 May 2019
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network V. Wan Chun-an Chan Tom Kenter Jakub Vít R. Clark 27 75 0 17 May 2019
A Simple Dual-decoder Model for Generating Response with Sentiment Xiuyu Wu Yunfang Wu SyDa 19 6 0 16 May 2019
Atom Responding Machine for Dialog Generation Ganbin Zhou Ping Luo Jingwu Chen Fen Lin Leyu Lin Qing He 13 0 0 14 May 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering Richard Csaky Patrik Purgai Gábor Recski 25 58 0 14 May 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 28 311 0 13 May 2019
Survey on Evaluation Methods for Dialogue Systems Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 17 277 0 10 May 2019
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System Minjie Hua Fuyuan Shi Yibing Nan Kai Wang Hao Chen Kai Wang 13 10 0 05 May 2019
Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators Sanghyun Yi Rahul Goel Chandra Khatri Alessandra Cervone Tagyoung Chung Behnam Hedayatnia Anu Venkatesh Raefer Gabriel Dilek Z. Hakkani-Tür 20 60 0 30 Apr 2019
An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model O. Olabiyi Anish Khazane A. Salimov Erik T. Mueller GAN 30 20 0 29 Apr 2019
A Persona-based Multi-turn Conversation Model in an Adversarial Learning Framework O. Olabiyi Anish Khazane Erik T. Mueller 24 9 0 29 Apr 2019
Condition-Transforming Variational AutoEncoder for Conversation Response Generation Yu-Ping Ruan Zhenhua Ling Quan Liu Zhigang Chen N. Indurkhya 13 8 0 24 Apr 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 24 27 0 17 Apr 2019