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Toward Controlled Generation of Text
v1v2v3v4 (latest)

Toward Controlled Generation of Text

2 March 2017
Zhiting Hu
Zichao Yang
Xiaodan Liang
Ruslan Salakhutdinov
Eric Xing
ArXiv (abs)PDFHTML

Papers citing "Toward Controlled Generation of Text"

50 / 562 papers shown
Title
Style Transfer as Unsupervised Machine Translation
Style Transfer as Unsupervised Machine Translation
Zhirui Zhang
Shuo Ren
Shujie Liu
Jianyong Wang
Peng Chen
Mu Li
Ming Zhou
Enhong Chen
65
66
0
23 Aug 2018
TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial
  Networks
TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks
Xinyue Liu
Xiangnan Kong
Lei Liu
Kuorong Chiang
GAN
39
22
0
22 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human
  Dynamics
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
Xinchen Yan
Akash Rastogi
Ruben Villegas
Kalyan Sunkavalli
Eli Shechtman
Sunil Hadap
Ersin Yumer
Honglak Lee
74
151
0
14 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style
  Transfer
Disentangled Representation Learning for Non-Parallel Text Style Transfer
V. John
Lili Mou
Hareesh Bahuleyan
Olga Vechtomova
DRL
110
302
0
13 Aug 2018
Language Style Transfer from Sentences with Arbitrary Unknown Styles
Language Style Transfer from Sentences with Arbitrary Unknown Styles
Yanpeng Zhao
Wei Bi
Deng Cai
Xiaojiang Liu
Kewei Tu
Shuming Shi
77
19
0
13 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional
  Agreement
Regularizing Neural Machine Translation by Target-bidirectional Agreement
Zhirui Zhang
Shuo Ren
Shujie Liu
Mu Li
M. Zhou
Tong Xu
86
116
0
13 Aug 2018
Learning disentangled representation from 12-lead electrograms:
  application in localizing the origin of Ventricular Tachycardia
Learning disentangled representation from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia
P. Gyawali
B. Horácek
J. Sapp
Linwei Wang
72
3
0
04 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing
A Survey of the Usages of Deep Learning in Natural Language Processing
Dan Otter
Julian R. Medina
Jugal Kalita
VLM
82
11
0
27 Jul 2018
Guess who? Multilingual approach for the automated generation of
  author-stylized poetry
Guess who? Multilingual approach for the automated generation of author-stylized poetry
Alexey Tikhonov
Ivan P. Yamshchikov
70
34
0
17 Jul 2018
"Factual" or "Emotional": Stylized Image Captioning with Adaptive
  Learning and Attention
"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention
Tianlang Chen
Zhongping Zhang
Quanzeng You
Chen Fang
Zhaowen Wang
Hailin Jin
Jiebo Luo
107
87
0
10 Jul 2018
Deep Generative Models with Learnable Knowledge Constraints
Deep Generative Models with Learnable Knowledge Constraints
Zhiting Hu
Zichao Yang
Ruslan Salakhutdinov
Xiaodan Liang
Lianhui Qin
Haoye Dong
Eric Xing
BDLAI4CE
107
76
0
26 Jun 2018
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation
Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation
Hareesh Bahuleyan
Lili Mou
Hao Zhou
Olga Vechtomova
BDLDRL
45
6
0
22 Jun 2018
Deep State Space Models for Unconditional Word Generation
Deep State Space Models for Unconditional Word Generation
Florian Schmidt
Thomas Hofmann
78
14
0
12 Jun 2018
Multi-Task Neural Models for Translating Between Styles Within and
  Across Languages
Multi-Task Neural Models for Translating Between Styles Within and Across Languages
Xing Niu
Sudha Rao
Marine Carpuat
69
76
0
12 Jun 2018
Learning Semantic Sentence Embeddings using Sequential Pair-wise
  Discriminator
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator
Badri N. Patro
V. Kurmi
Sandeep Kumar
Vinay P. Namboodiri
97
33
0
03 Jun 2018
Unsupervised Text Style Transfer using Language Models as Discriminators
Unsupervised Text Style Transfer using Language Models as Discriminators
Zichao Yang
Zhiting Hu
Chris Dyer
Eric Xing
Taylor Berg-Kirkpatrick
98
273
0
30 May 2018
Controlling Personality-Based Stylistic Variation with Neural Natural
  Language Generators
Controlling Personality-Based Stylistic Variation with Neural Natural Language Generators
Shereen Oraby
Lena Reed
Shubhangi Tandon
S. SharathT.
S. Lukin
M. Walker
83
67
0
22 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report
  Generation
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation
Yuan Li
Xiaodan Liang
Zhiting Hu
Eric Xing
MedIm
70
339
0
21 May 2018
Fighting Offensive Language on Social Media with Unsupervised Text Style
  Transfer
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer
Cicero Nogueira dos Santos
Igor Melnyk
Inkit Padhi
59
154
0
20 May 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic
  Relations
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
Sosuke Kobayashi
93
615
0
16 May 2018
Automatic Article Commenting: the Task and Dataset
Automatic Article Commenting: the Task and Dataset
Lianhui Qin
Lemao Liu
Victoria Bi
Yan Wang
Xiaojiang Liu
Zhiting Hu
Zhao Hai
Shuming Shi
74
26
0
09 May 2018
Polite Dialogue Generation Without Parallel Data
Polite Dialogue Generation Without Parallel Data
Tong Niu
Joey Tianyi Zhou
OffRLMoMe
71
170
0
08 May 2018
Style Transfer Through Back-Translation
Style Transfer Through Back-Translation
Shrimai Prabhumoye
Yulia Tsvetkov
Ruslan Salakhutdinov
A. Black
141
386
0
24 Apr 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable
  Neural Dialog Generation
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation
Tiancheng Zhao
Kyusong Lee
M. Eskénazi
DRL
102
141
0
22 Apr 2018
Eval all, trust a few, do wrong to none: Comparing sentence generation
  models
Eval all, trust a few, do wrong to none: Comparing sentence generation models
Ondřej Cífka
Aliaksei Severyn
Enrique Alfonseca
Katja Filippova
91
40
0
21 Apr 2018
QuaSE: Accurate Text Style Transfer under Quantifiable Guidance
QuaSE: Accurate Text Style Transfer under Quantifiable Guidance
Yi Liao
Lidong Bing
Piji Li
Shuming Shi
Wai Lam
Tong Zhang
BDL
108
31
0
19 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style
  Transfer
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer
Juncen Li
Robin Jia
He He
Percy Liang
104
555
0
17 Apr 2018
Defo-Net: Learning Body Deformation using Generative Adversarial
  Networks
Defo-Net: Learning Body Deformation using Generative Adversarial Networks
Zhihua Wang
Stefano Rosa
Linhai Xie
Bo Yang
Sen Wang
A. Trigoni
Andrew Markham
GAN
26
9
0
16 Apr 2018
Compositional Obverter Communication Learning From Raw Visual Input
Compositional Obverter Communication Learning From Raw Visual Input
Edward Choi
Angeliki Lazaridou
Nando de Freitas
148
76
0
06 Apr 2018
Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks
  and Metrics for Formality Style Transfer
Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Sudha Rao
Joel R. Tetreault
77
399
0
17 Mar 2018
Neural Text Generation: Past, Present and Beyond
Neural Text Generation: Past, Present and Beyond
Sidi Lu
Yaoming Zhu
Weinan Zhang
Jun Wang
Yong Yu
69
69
0
15 Mar 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of
  Curated Labeled Data
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
Arghya Pal
V. Balasubramanian
47
15
0
14 Mar 2018
Generating Contradictory, Neutral, and Entailing Sentences
Generating Contradictory, Neutral, and Entailing Sentences
Songlin Yang
Shawn Tan
Chin-Wei Huang
Aaron Courville
35
3
0
07 Mar 2018
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling
  Method
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method
Jinyue Su
Jiacheng Xu
Xipeng Qiu
Xuanjing Huang
72
32
0
25 Feb 2018
NeVAE: A Deep Generative Model for Molecular Graphs
NeVAE: A Deep Generative Model for Molecular Graphs
Bidisha Samanta
A. De
G. Jana
P. Chattaraj
Niloy Ganguly
Manuel Gomez Rodriguez
GNNDRLBDLDiffM
98
218
0
14 Feb 2018
Semi-Amortized Variational Autoencoders
Semi-Amortized Variational Autoencoders
Yoon Kim
Sam Wiseman
Andrew C. Miller
David Sontag
Alexander M. Rush
BDLDRL
164
243
0
07 Feb 2018
Image Captioning at Will: A Versatile Scheme for Effectively Injecting
  Sentiments into Image Descriptions
Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions
Quanzeng You
Hailin Jin
Jiebo Luo
VLM
85
53
0
30 Jan 2018
Disentangled Representations for Manipulation of Sentiment in Text
Disentangled Representations for Manipulation of Sentiment in Text
Maria Larsson
Amanda Nilsson
Mikael Kågebäck
54
10
0
22 Dec 2017
Variational Attention for Sequence-to-Sequence Models
Variational Attention for Sequence-to-Sequence Models
Hareesh Bahuleyan
Lili Mou
Olga Vechtomova
Pascal Poupart
DRL
101
117
0
21 Dec 2017
Generalized Zero-Shot Learning via Synthesized Examples
Generalized Zero-Shot Learning via Synthesized Examples
Vinay Kumar Verma
Gundeep Arora
Ashish Mishra
Piyush Rai
108
452
0
11 Dec 2017
Z-Forcing: Training Stochastic Recurrent Networks
Z-Forcing: Training Stochastic Recurrent Networks
Anirudh Goyal
Alessandro Sordoni
Marc-Alexandre Côté
Nan Rosemary Ke
Yoshua Bengio
BDL
93
186
0
15 Nov 2017
Controllable Abstractive Summarization
Controllable Abstractive Summarization
Angela Fan
David Grangier
Michael Auli
103
312
0
14 Nov 2017
Evaluating prose style transfer with the Bible
Evaluating prose style transfer with the Bible
Keith Carlson
A. Riddell
D. Rockmore
124
54
0
13 Nov 2017
MojiTalk: Generating Emotional Responses at Scale
MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou
William Yang Wang
88
203
0
11 Nov 2017
Structured Generative Adversarial Networks
Structured Generative Adversarial Networks
Zhijie Deng
Huatian Zhang
Xiaodan Liang
Luona Yang
Shizhen Xu
Jun Zhu
Eric Xing
GAN
65
53
0
02 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only
Unsupervised Machine Translation Using Monolingual Corpora Only
Guillaume Lample
Alexis Conneau
Ludovic Denoyer
MarcÁurelio Ranzato
SSL
168
1,098
0
31 Oct 2017
Generating Natural Adversarial Examples
Generating Natural Adversarial Examples
Zhengli Zhao
Dheeru Dua
Sameer Singh
GANAAML
194
601
0
31 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling
Low-Rank RNN Adaptation for Context-Aware Language Modeling
Aaron Jaech
Mari Ostendorf
72
25
0
06 Oct 2017
Unsupervised Learning of Disentangled and Interpretable Representations
  from Sequential Data
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data
Wei-Ning Hsu
Yu Zhang
James R. Glass
BDLSSL
94
354
0
22 Sep 2017
A Deep Generative Framework for Paraphrase Generation
A Deep Generative Framework for Paraphrase Generation
Ankush Gupta
Arvind Agarwal
Prawaan Singh
Piyush Rai
67
257
0
15 Sep 2017
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