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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 / 528 papers shown

Title
Adversarial Text Generation Without Reinforcement Learning David Donahue Anna Rumshisky GAN 182 29 0 11 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Xiaoshi Zhong Amélie Reymond 558 1,362 0 05 Oct 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Hui Su Xiaoyu Shen Wenjie Li Dietrich Klakow 211 30 0 27 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 413 716 0 21 Sep 2018
Towards Exploiting Background Knowledge for Building Conversation Systems Nikita Moghe Siddharth Arora Suman Banerjee Mitesh M. Khapra 204 171 0 21 Sep 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 124 4 0 19 Sep 2018
Better Conversations by Modeling,Filtering,and Optimizing for Coherence and Diversity Xinnuo Xu Ondrej Dusek Ioannis Konstas Verena Rieser 164 65 0 18 Sep 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 370 309 0 16 Sep 2018
A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters Wenhao Ding Wenshuo Wang Ding Zhao 307 14 0 15 Sep 2018
Extending Neural Generative Conversational Model using External Knowledge Sources Prasanna Parthasarathi Joelle Pineau 141 70 0 14 Sep 2018
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory Deng Cai Yan Wang Victoria Bi Zhaopeng Tu Xiaojiang Liu Wai Lam Shuming Shi RALM 365 95 0 14 Sep 2018
Game-Based Video-Context Dialogue Ramakanth Pasunuru Joey Tianyi Zhou 151 36 0 12 Sep 2018
Retrieval-Enhanced Adversarial Training for Neural Response Generation Shuai Yang Jiaying Liu Wenjing Wang Furu Wei Zongming Guo RALM 167 82 0 12 Sep 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 90 3 0 10 Sep 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 370 193 0 09 Sep 2018
The Lower The Simpler: Simplifying Hierarchical Recurrent Models Chao Wang Hui Jiang 205 2 0 08 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 275 172 0 07 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 171 91 0 07 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 181 89 0 06 Sep 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots Shaojie Jiang Maarten de Rijke 150 45 0 06 Sep 2018
Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu Greg Durrett BDL DRL 218 209 0 31 Aug 2018
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation Xisen Jin Wenqiang Lei Zhaochun Ren Hongshen Chen Shangsong Liang Yue Zhao D. Yin OffRL 151 49 0 31 Aug 2018
Why Do Neural Response Generation Models Prefer Universal Replies? Bowen Wu Nan Jiang Zhifeng Gao Mengyuan Li Zongsheng Wang Suke Li Qihang Feng Wenge Rong Baoxun Wang 237 8 0 28 Aug 2018
Natural Language Generation with Neural Variational Models Hareesh Bahuleyan DRL 125 6 0 27 Aug 2018
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection Chongyang Tao Wei Wu Can Xu Yansong Feng Dongyan Zhao Rui Yan 129 4 0 22 Aug 2018
Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner Yury Zemlyanskiy Fei Sha 132 20 0 21 Aug 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing Daya Guo Yibo Sun Duyu Tang Nan Duan Jian Yin Hong Chi James Cao Peng Chen M. Zhou 227 61 0 20 Aug 2018
Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems Van-Khanh Tran Le-Minh Nguyen GAN DRL 118 22 0 08 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 318 12 0 27 Jul 2018
Variational Memory Encoder-Decoder Hung Le T. Tran Thin Nguyen Svetha Venkatesh VLM DRL 157 33 0 26 Jul 2018
Towards Explainable and Controllable Open Domain Dialogue Generation with Dialogue Acts Can Xu Wei Wu Yuehua Wu 136 29 0 19 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 159 115 0 10 Jul 2018
The challenge of realistic music generation: modelling raw audio at scaleNeural Information Processing Systems (NeurIPS), 2018 Sander Dieleman Aaron van den Oord Karen Simonyan 253 189 0 26 Jun 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 189 253 0 24 Jun 2018
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation Hareesh Bahuleyan Lili Mou Hao Zhou Olga Vechtomova BDL DRL 177 6 0 22 Jun 2018
Response Generation by Context-aware Prototype Editing Yu Wu Furu Wei Shaohan Huang Yunli Wang Zhoujun Li Ming Zhou KELM 234 125 0 19 Jun 2018
A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation Jingyuan Li Xiao Sun 188 47 0 19 Jun 2018
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems Suman Banerjee Nikita Moghe Siddharth Arora Mitesh M. Khapra 117 38 0 15 Jun 2018
Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model Shaohui Kuang Deyi Xiong 135 27 0 12 Jun 2018
Temporal Difference Variational Auto-Encoder Karol Gregor George Papamakarios F. Besse Lars Buesing Theophane Weber DRL 276 130 0 08 Jun 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 453 634 0 01 Jun 2018
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder Xiaodong Gu Dong Wang Jung-Woo Ha Sunghun Kim DRL 206 133 0 31 May 2018
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework O. Olabiyi A. Salimov Anish Khazane Erik T. Mueller GAN 232 32 0 30 May 2018
Self-Attention-Based Message-Relevant Response Generation for Neural Conversation Model Jonggu Kim Doyeon Kong Jong-Hyeok Lee 112 3 0 23 May 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 163 77 0 13 May 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Wu Zhoujun Li M. Zhou 147 38 0 07 May 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Shiyu Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 186 46 0 01 May 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning Zhan Shi Xinchi Chen Xipeng Qiu Xuanjing Huang 196 106 0 30 Apr 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach S. Garg Irina Rish Guillermo Cecchi Palash Goyal Sarik Ghazarian Shuyang Gao Greg Ver Steeg Aram Galstyan 240 0 0 26 Apr 2018
Sounding Board: A User-Centric and Content-Driven Social Chatbot Hao Fang Hao Cheng Maarten Sap Elizabeth Clark Ari Holtzman Yejin Choi Noah A. Smith Mari Ostendorf AI4MH 219 61 0 26 Apr 2018