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1605.06069
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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
Re-assign community
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Papers citing
"A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues"
50 / 528 papers shown
Ranking Enhanced Dialogue Generation
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Liang Pang
Yanyan Lan
Fei Sun
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Xueqi Cheng
91
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0
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Which Kind Is Better in Open-domain Multi-turn Dialog,Hierarchical or Non-hierarchical Models? An Empirical Study
Tian Lan
Xian-Ling Mao
Wei Wei
Heyan Huang
139
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0
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Neural Language Generation: Formulation, Methods, and Evaluation
Cristina Garbacea
Qiaozhu Mei
360
30
0
31 Jul 2020
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data
Neural Information Processing Systems (NeurIPS), 2020
Michael Cogswell
Jiasen Lu
Rishabh Jain
Stefan Lee
Devi Parikh
Dhruv Batra
VLM
EgoV
141
15
0
24 Jul 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
Knowledge Discovery and Data Mining (KDD), 2020
Kun Zhou
Wayne Xin Zhao
Shuqing Bian
Yuanhang Zhou
Ji-Rong Wen
Jingsong Yu
213
368
0
08 Jul 2020
Adversarial Mutual Information for Text Generation
Boyuan Pan
Yazheng Yang
Kaizhao Liang
B. Kailkhura
Zhongming Jin
Xiansheng Hua
Deng Cai
Yangqiu Song
GAN
233
5
0
30 Jun 2020
Evaluation of Text Generation: A Survey
Asli Celikyilmaz
Elizabeth Clark
Jianfeng Gao
ELM
LM&MA
340
426
0
26 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms
Adam Sutton
N. Cristianini
133
8
0
17 Jun 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
Daya Guo
Duyu Tang
Nan Duan
Jian Yin
Daxin Jiang
Ming Zhou
DRL
165
12
0
15 Jun 2020
Speaker Sensitive Response Evaluation Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jinyeong Bak
Alice Oh
105
10
0
12 Jun 2020
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System
International Conference on Learning Representations (ICLR), 2020
Jianhong Wang
Yuan Zhang
Tae-Kyun Kim
Yunjie Gu
OffRL
216
47
0
11 Jun 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
Seokhwan Kim
Mihail Eric
Karthik Gopalakrishnan
Behnam Hedayatnia
Yang Liu
Dilek Z. Hakkani-Tür
103
85
0
05 Jun 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Dong Bok Lee
Seanie Lee
Woo Tae Jeong
Donghwan Kim
Sung Ju Hwang
300
75
0
28 May 2020
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
Behnam Hedayatnia
Karthik Gopalakrishnan
Seokhwan Kim
Yang Liu
Mihail Eric
Dilek Z. Hakkani-Tür
196
28
0
26 May 2020
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning
Jianfeng Liu
Feiyang Pan
Ling Luo
OffRL
176
24
0
24 May 2020
MTSS: Learn from Multiple Domain Teachers and Become a Multi-domain Dialogue Expert
Shuke Peng
Feng Ji
Peng Liu
Shaobo Cui
Haiqing Chen
Yin Zhang
183
11
0
21 May 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation
Zhiliang Tian
Wei Bi
Dongkyu Lee
Lanqing Xue
Yiping Song
Xiaojiang Liu
Ningyu Zhang
156
26
0
13 May 2020
Large Scale Multi-Actor Generative Dialog Modeling
Alex Boyd
Raul Puri
Mohammad Shoeybi
M. Patwary
Bryan Catanzaro
169
26
0
13 May 2020
Diversifying Dialogue Generation with Non-Conversational Text
Hui Su
Xiaoyu Shen
Sanqiang Zhao
Xiao Zhou
Pengwei Hu
Randy Zhong
Cheng Niu
Jie Zhou
197
47
0
09 May 2020
History for Visual Dialog: Do we really need it?
Shubham Agarwal
Trung Bui
Joon-Young Lee
Ioannis Konstas
Verena Rieser
VLM
133
74
0
08 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents
Asir Saeed
Khai Mai
Pham Quang Nhat Minh
Nguyen Tuan Duc
Danushka Bollegala
124
0
0
06 May 2020
Building A User-Centric and Content-Driven Socialbot
Hao Fang
147
2
0
06 May 2020
A Survey on Dialog Management: Recent Advances and Challenges
Yinpei Dai
Huihua Yu
Yixuan Jiang
Chengguang Tang
Yongbin Li
Jian Sun
OffRL
VLM
275
21
0
05 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Koustuv Sinha
Prasanna Parthasarathi
Jasmine Wang
Ryan J. Lowe
William L. Hamilton
Joelle Pineau
OffRL
213
86
0
01 May 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Lei Shen
Yang Feng
576
89
0
01 May 2020
The Gutenberg Dialogue Dataset
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Richard Csaky
Gábor Recski
216
15
0
27 Apr 2020
Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization
Zeyang Lei
Zekang Li
Jinchao Zhang
Fandong Meng
Yang Feng
Yujiu Yang
Cheng Niu
Jie Zhou
101
0
0
26 Apr 2020
Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck
Yang Zhao
Ping Yu
Suchismit Mahapatra
Qinliang Su
Changyou Chen
DRL
202
2
0
22 Apr 2020
Grounding Conversations with Improvised Dialogues
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Hyundong Justin Cho
Jonathan May
166
37
0
20 Apr 2020
Do sequence-to-sequence VAEs learn global features of sentences?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tom Bosc
Pascal Vincent
SSL
195
9
0
16 Apr 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Qian Liu
Yihong Chen
B. Chen
Jian-Guang Lou
Zixuan Chen
Bin Zhou
Dongmei Zhang
172
185
0
11 Apr 2020
Designing Precise and Robust Dialogue Response Evaluators
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Tianyu Zhao
Divesh Lala
Tatsuya Kawahara
154
55
0
10 Apr 2020
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Kazutoshi Shinoda
Saku Sugawara
Akiko Aizawa
OOD
202
12
0
07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qingyang Wu
Lei Li
Zhou Yu
GAN
253
53
0
07 Apr 2020
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Hengyi Cai
Hongshen Chen
Yonghao Song
Cheng Zhang
Xiaofang Zhao
D. Yin
473
73
0
06 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Chunyuan Li
Xiang Gao
Yuan Li
Baolin Peng
Xiujun Li
Yizhe Zhang
Jianfeng Gao
SSL
DRL
466
194
0
05 Apr 2020
Open Domain Dialogue Generation with Latent Images
AAAI Conference on Artificial Intelligence (AAAI), 2020
Ze Yang
Wei Wu
Huang Hu
Can Xu
Wei Wang
Zhoujun Li
192
30
0
04 Apr 2020
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yufan Zhao
Can Xu
Wei Wu
Lei Yu
214
28
0
04 Apr 2020
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation
Eva Vanmassenhove
168
0
0
31 Mar 2020
A Corpus of Controlled Opinionated and Knowledgeable Movie Discussions for Training Neural Conversation Models
International Conference on Language Resources and Evaluation (LREC), 2020
Fabian Galetzka
Chukwuemeka Uchenna Eneh
David Schlangen
124
14
0
30 Mar 2020
Variational Transformers for Diverse Response Generation
Mohammad Kachuee
Genta Indra Winata
Peng Xu
Zihan Liu
Pascale Fung
DRL
166
52
0
28 Mar 2020
StrokeCoder: Path-Based Image Generation from Single Examples using Transformers
Sabine Wieluch
Friedhelm Schwenker
ViT
GAN
374
7
0
26 Mar 2020
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation
Piji Li
188
16
0
09 Mar 2020
Generating Emotionally Aligned Responses in Dialogues using Affect Control Theory
Nabiha Asghar
I. Kobyzev
Jesse Hoey
Pascal Poupart
Muhammad Bilal Sheikh
219
12
0
07 Mar 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shaoxiong Feng
Hongshen Chen
Kan Li
D. Yin
GAN
274
26
0
04 Mar 2020
Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Hengyi Cai
Hongshen Chen
Cheng Zhang
Yonghao Song
Xiaofang Zhao
Yangxi Li
Dongsheng Duan
D. Yin
151
22
0
02 Mar 2020
Low-Resource Knowledge-Grounded Dialogue Generation
International Conference on Learning Representations (ICLR), 2020
Xueliang Zhao
Wei Wu
Chongyang Tao
Can Xu
Dongyan Zhao
Rui Yan
224
114
0
24 Feb 2020
Modelling Latent Skills for Multitask Language Generation
Kris Cao
Dani Yogatama
143
3
0
21 Feb 2020
Mask & Focus: Conversation Modelling by Learning Concepts
AAAI Conference on Artificial Intelligence (AAAI), 2020
Gaurav Pandey
Lucian Popa
Sachindra Joshi
CVBM
90
3
0
11 Feb 2020
Non-Autoregressive Neural Dialogue Generation
Qinghong Han
Yuxian Meng
Leilei Gan
Jiwei Li
203
15
0
11 Feb 2020
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