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A Hierarchical Latent Variable Encoder-Decoder Model for Generating
  Dialogues
v1v2v3 (latest)

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

19 May 2016
Iulian Serban
Alessandro Sordoni
Ryan J. Lowe
Laurent Charlin
Joelle Pineau
Aaron Courville
Yoshua Bengio
    BDL
ArXiv (abs)PDFHTML

Papers citing "A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues"

50 / 528 papers shown
Text Modeling with Syntax-Aware Variational Autoencoders
Text Modeling with Syntax-Aware Variational Autoencoders
Yijun Xiao
William Yang Wang
BDLDRL
99
1
0
27 Aug 2019
PixelVAE++: Improved PixelVAE with Discrete Prior
PixelVAE++: Improved PixelVAE with Discrete Prior
Hossein Sadeghi
Evgeny Andriyash
W. Vinci
L. Buffoni
Mohammad H. Amin
BDLDRL
146
33
0
26 Aug 2019
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local
  Knowledge Selection for Background Based Conversation
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based ConversationAAAI Conference on Artificial Intelligence (AAAI), 2019
Sudipta Singha Roy
Zhumin Chen
Christof Monz
Jun Ma
Maarten de Rijke
161
72
0
26 Aug 2019
Deep Learning Based Chatbot Models
Deep Learning Based Chatbot Models
Richard Csaky
183
49
0
23 Aug 2019
Teacher-Student Framework Enhanced Multi-domain Dialogue Generation
Teacher-Student Framework Enhanced Multi-domain Dialogue Generation
Shuke Peng
Xinjing Huang
Peng Liu
Feng Ji
Haiqing Chen
Yin Zhang
243
17
0
20 Aug 2019
Long and Diverse Text Generation with Planning-based Hierarchical
  Variational Model
Long and Diverse Text Generation with Planning-based Hierarchical Variational ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zhihong Shao
Shiyu Huang
Jiangtao Wen
Wenfei Xu
Xiaoyan Zhu
260
114
0
19 Aug 2019
RefNet: A Reference-aware Network for Background Based Conversation
RefNet: A Reference-aware Network for Background Based ConversationAAAI Conference on Artificial Intelligence (AAAI), 2019
Chuan Meng
Sudipta Singha Roy
Zhumin Chen
Christof Monz
Jun Ma
Maarten de Rijke
174
63
0
18 Aug 2019
A Multi-Turn Emotionally Engaging Dialog Model
A Multi-Turn Emotionally Engaging Dialog Model
Yubo Xie
Ekaterina Svikhnushina
P. Pu
210
16
0
15 Aug 2019
Skill Transfer in Deep Reinforcement Learning under Morphological
  Heterogeneity
Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity
Yang Hu
Giovanni Montana
138
6
0
14 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative
  Flows
Likelihood Contribution based Multi-scale Architecture for Generative Flows
Hari Prasanna Das
Pieter Abbeel
C. Spanos
DRLAI4CE
163
5
0
05 Aug 2019
DLGNet: A Transformer-based Model for Dialogue Response Generation
DLGNet: A Transformer-based Model for Dialogue Response Generation
O. Olabiyi
Erik T. Mueller
179
13
0
26 Jul 2019
Investigating Evaluation of Open-Domain Dialogue Systems With Human
  Generated Multiple References
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple ReferencesSIGDIAL Conferences (SIGDIAL), 2019
Prakhar Gupta
Shikib Mehri
Tiancheng Zhao
Amy Pavel
M. Eskénazi
Jeffrey P. Bigham
174
90
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
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Paweł Budzianowski
Ivan Vulić
235
329
0
12 Jul 2019
On the Evaluation of Conditional GANs
On the Evaluation of Conditional GANs
Terrance Devries
Adriana Romero
Luis Villaseñor-Pineda
Graham W. Taylor
M. Drozdzal
EGVM
186
48
0
11 Jul 2019
Knowledge-incorporating ESIM models for Response Selection in
  Retrieval-based Dialog Systems
Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems
Jatin Ganhotra
S. Patel
Kshitij P. Fadnis
106
6
0
11 Jul 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for
  Multi-turn Dialogue Generation
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hainan Zhang
Yanyan Lan
Liang Pang
Jiafeng Guo
Xueqi Cheng
158
126
0
09 Jul 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces
Generating Sentences from Disentangled Syntactic and Semantic SpacesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yu Bao
Hao Zhou
Shujian Huang
Lei Li
Lili Mou
Olga Vechtomova
Xinyu Dai
Jiajun Chen
DRL
178
119
0
06 Jul 2019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete
  Attributes
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete AttributesSIGDIAL Conferences (SIGDIAL), 2019
Chinnadhurai Sankar
Sujith Ravi
OffRL
197
33
0
05 Jul 2019
Learning Multi-Party Turn-Taking Models from Dialogue Logs
Learning Multi-Party Turn-Taking Models from Dialogue Logs
Maira Gatti de Bayser
Paulo Cavalin
Claudio S. Pinhanez
Bianca Zadrozny
89
10
0
03 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue
  Systems
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hung Le
Doyen Sahoo
Nancy F. Chen
Guosheng Lin
177
120
0
02 Jul 2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human
  Preferences in Dialog
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
452
374
0
30 Jun 2019
Self-Supervised Dialogue Learning
Self-Supervised Dialogue LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jiawei Wu
Xin Eric Wang
William Yang Wang
SSL
146
63
0
30 Jun 2019
Approximating Interactive Human Evaluation with Self-Play for
  Open-Domain Dialog Systems
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog SystemsNeural Information Processing Systems (NeurIPS), 2019
Asma Ghandeharioun
J. Shen
Natasha Jaques
Craig Ferguson
Noah J. Jones
Àgata Lapedriza
Rosalind W. Picard
212
94
0
21 Jun 2019
Modeling Semantic Relationship in Multi-turn Conversations with
  Hierarchical Latent Variables
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent VariablesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Lei Shen
Yang Feng
Haolan Zhan
BDL
125
30
0
18 Jun 2019
Dispersed Exponential Family Mixture VAEs for Interpretable Text
  Generation
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation
Wenxian Shi
Hao Zhou
Ning Miao
Lei Li
CoGeDRL
209
8
0
16 Jun 2019
Improving Background Based Conversation with Context-aware Knowledge
  Pre-selection
Improving Background Based Conversation with Context-aware Knowledge Pre-selection
Yangjun Zhang
Sudipta Singha Roy
Maarten de Rijke
BDL
129
19
0
16 Jun 2019
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics
  Generation
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics GenerationPacific Rim International Conference on Artificial Intelligence (PRICAI), 2019
Haoshen Fan
Jie Wang
Bojin Zhuang
Shaojun Wang
Jing Xiao
100
22
0
15 Jun 2019
Neural Response Generation with Meta-Words
Neural Response Generation with Meta-WordsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Can Xu
Wei Wu
Chongyang Tao
Huang Hu
Matthew Schuerman
Ying Wang
292
38
0
14 Jun 2019
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
Improving Multi-turn Dialogue Modelling with Utterance ReWriterAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hui Su
Xiaoyu Shen
Rongzhi Zhang
Fei Sun
Pengwei Hu
Cheng Niu
Jie Zhou
KELM
131
115
0
14 Jun 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Weikang Wang
Jiajun Zhang
Cunliang Kong
M. Hwang
Chengqing Zong
Zhifei Li
CLL
107
23
0
12 Jun 2019
An Introduction to Variational Autoencoders
An Introduction to Variational Autoencoders
Diederik P. Kingma
Max Welling
BDLSSLDRL
742
2,796
0
06 Jun 2019
Generating Multiple Diverse Responses with Multi-Mapping and Posterior
  Mapping Selection
Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping SelectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2019
Chaotao Chen
Jinhua Peng
Fan Wang
J. Xu
Hua Wu
161
35
0
05 Jun 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An
  Empirical Study
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical StudyAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Chinnadhurai Sankar
Sandeep Subramanian
C. Pal
A. Chandar
Yoshua Bengio
254
122
0
04 Jun 2019
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence
  Matching
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence MatchingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jihun Choi
Taeuk Kim
Sang-goo Lee
BDL
153
6
0
04 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on
  Dialogue Systems - Past, Present and Future Directions
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions
Sashank Santhanam
Samira Shaikh
3DV
211
57
0
02 Jun 2019
GSN: A Graph-Structured Network for Multi-Party Dialogues
GSN: A Graph-Structured Network for Multi-Party DialoguesInternational Joint Conference on Artificial Intelligence (IJCAI), 2019
Wenpeng Hu
Zhangming Chan
Bing-Quan Liu
Dongyan Zhao
Jinwen Ma
Rui Yan
176
80
0
31 May 2019
Target-Guided Open-Domain Conversation
Target-Guided Open-Domain ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jianheng Tang
Tiancheng Zhao
Chenyan Xiong
Xiaodan Liang
Eric Xing
Zhiting Hu
235
140
0
28 May 2019
ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural
  networks
ODE2^22VAE: Deep generative second order ODEs with Bayesian neural networksNeural Information Processing Systems (NeurIPS), 2019
Çağatay Yıldız
Markus Heinonen
Harri Lähdesmäki
BDLDRL
345
86
0
27 May 2019
Bivariate Beta-LSTM
Bivariate Beta-LSTMAAAI Conference on Artificial Intelligence (AAAI), 2019
Kyungwoo Song
Joonho Jang
Seung-Jae Shin
Il-Chul Moon
153
6
0
25 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems
Learning to Memorize in Neural Task-Oriented Dialogue Systems
Chien-Sheng Wu
126
6
0
19 May 2019
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven
  Dynamic Hierarchical Conditional Variational Network
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational NetworkInternational Conference on Machine Learning (ICML), 2019
V. Wan
Chun-an Chan
Tom Kenter
Jakub Vít
R. Clark
154
79
0
17 May 2019
A Simple Dual-decoder Model for Generating Response with Sentiment
A Simple Dual-decoder Model for Generating Response with Sentiment
Xiuyu Wu
Yunfang Wu
SyDa
116
6
0
16 May 2019
Atom Responding Machine for Dialog Generation
Atom Responding Machine for Dialog Generation
Ganbin Zhou
Ping Luo
Jingwu Chen
Fen Lin
Leyu Lin
Qing He
101
0
0
14 May 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering
Improving Neural Conversational Models with Entropy-Based Data FilteringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Richard Csaky
Patrik Purgai
Gábor Recski
278
59
0
14 May 2019
Challenges in Building Intelligent Open-domain Dialog Systems
Challenges in Building Intelligent Open-domain Dialog Systems
Shiyu Huang
Xiaoyan Zhu
Jianfeng Gao
VLM
413
336
0
13 May 2019
Survey on Evaluation Methods for Dialogue Systems
Survey on Evaluation Methods for Dialogue SystemsArtificial Intelligence Review (AIR), 2019
Jan Deriu
Álvaro Rodrigo
Arantxa Otegi
Guillermo Echegoyen
S. Rosset
Eneko Agirre
Mark Cieliebak
275
319
0
10 May 2019
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body
  Gesture Interaction System
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction SystemIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Minjie Hua
Fuyuan Shi
Yibing Nan
Kai Wang
Hao Chen
Kai Wang
125
10
0
05 May 2019
Towards Coherent and Engaging Spoken Dialog Response Generation Using
  Automatic Conversation Evaluators
Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation EvaluatorsInternational Conference on Natural Language Generation (INLG), 2019
Sanghyun Yi
Rahul Goel
Chandra Khatri
Alessandra Cervone
Tagyoung Chung
Behnam Hedayatnia
Anu Venkatesh
Raefer Gabriel
Dilek Z. Hakkani-Tür
299
64
0
30 Apr 2019
An Adversarial Learning Framework For A Persona-Based Multi-Turn
  Dialogue Model
An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model
O. Olabiyi
Anish Khazane
A. Salimov
Erik T. Mueller
GAN
125
20
0
29 Apr 2019
A Persona-based Multi-turn Conversation Model in an Adversarial Learning
  Framework
A Persona-based Multi-turn Conversation Model in an Adversarial Learning FrameworkInternational Conference on Machine Learning and Applications (ICMLA), 2018
O. Olabiyi
Anish Khazane
Erik T. Mueller
135
10
0
29 Apr 2019
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