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1811.02549
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Language GANs Falling Short
International Conference on Learning Representations (ICLR), 2018
6 November 2018
Massimo Caccia
Lucas Caccia
W. Fedus
Hugo Larochelle
Joelle Pineau
Laurent Charlin
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Papers citing
"Language GANs Falling Short"
24 / 124 papers shown
CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Zhiyue Liu
Jiahai Wang
Zhiwei Liang
GAN
139
71
0
15 Nov 2019
Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations
Fei Hu
Wei Liu
Lin Wang
Li Li
172
1
0
24 Oct 2019
Rethinking Exposure Bias In Language Modeling
Yifan Xu
Kening Zhang
Haoyu Dong
Yuezhou Sun
Wenlong Zhao
Zhuowen Tu
182
6
0
13 Oct 2019
Generalization in Generation: A closer look at Exposure Bias
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Florian Schmidt
246
115
0
01 Oct 2019
The Detection of Distributional Discrepancy for Text Generation
Xingyuan Chen
Ping Cai
Peng Jin
Haokun Du
Hongjun Wang
Xingyu Dai
Jiajun Chen
148
0
0
28 Sep 2019
Do Massively Pretrained Language Models Make Better Storytellers?
Conference on Computational Natural Language Learning (CoNLL), 2019
A. See
Aneesh S. Pappu
Rohun Saxena
Akhila Yerukola
Christopher D. Manning
232
177
0
24 Sep 2019
Autoregressive Text Generation Beyond Feedback Loops
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Florian Schmidt
Stephan Mandt
Thomas Hofmann
AI4TS
145
14
0
30 Aug 2019
DGSAN: Discrete Generative Self-Adversarial Network
Ehsan Montahaei
Danial Alihosseini
M. Baghshah
173
15
0
24 Aug 2019
ARAML: A Stable Adversarial Training Framework for Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Pei Ke
Fei Huang
Shiyu Huang
Xiaoyan Zhu
GAN
146
24
0
20 Aug 2019
On the Weaknesses of Reinforcement Learning for Neural Machine Translation
International Conference on Learning Representations (ICLR), 2019
Leshem Choshen
Lior Fox
Zohar Aizenbud
Omri Abend
444
119
0
03 Jul 2019
Defending Against Neural Fake News
Neural Information Processing Systems (NeurIPS), 2019
Rowan Zellers
Ari Holtzman
Hannah Rashkin
Yonatan Bisk
Ali Farhadi
Franziska Roesner
Yejin Choi
AAML
379
1,156
0
29 May 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Tianxing He
Jingzhao Zhang
Zhiming Zhou
James R. Glass
498
42
0
25 May 2019
Training language GANs from Scratch
Neural Information Processing Systems (NeurIPS), 2019
Cyprien de Masson dÁutume
Mihaela Rosca
Jack W. Rae
S. Mohamed
GAN
SyDa
200
90
0
23 May 2019
The Curious Case of Neural Text Degeneration
Ari Holtzman
Jan Buys
Li Du
Maxwell Forbes
Yejin Choi
439
3,753
0
22 Apr 2019
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation
Md. Akmal Haidar
Mehdi Rezagholizadeh
Alan Do-Omri
Ahmad Rashid
GAN
171
15
0
15 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models
Ehsan Montahaei
Danial Alihosseini
M. Baghshah
155
88
0
08 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation
Tatsunori B. Hashimoto
Hugh Zhang
Abigail Z. Jacobs
235
236
0
04 Apr 2019
Clinically Accurate Chest X-Ray Report Generation
Guanxiong Liu
T. Hsu
Matthew B. A. McDermott
Willie Boag
W. Weng
Peter Szolovits
Marzyeh Ghassemi
MedIm
302
319
0
04 Apr 2019
Non-Monotonic Sequential Text Generation
Sean Welleck
Kianté Brantley
Hal Daumé
Dong Wang
452
133
0
05 Feb 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
Cristina Garbacea
Samuel Carton
Shiyan Yan
Qiaozhu Mei
ELM
239
32
0
02 Jan 2019
A Tutorial on Deep Latent Variable Models of Natural Language
Yoon Kim
Sam Wiseman
Alexander M. Rush
BDL
VLM
264
45
0
17 Dec 2018
Adversarial Inference for Multi-Sentence Video Description
J. S. Park
Marcus Rohrbach
Trevor Darrell
Anna Rohrbach
248
89
0
13 Dec 2018
Extractive Summary as Discrete Latent Variables
Aran Komatsuzaki
159
3
0
14 Nov 2018
Evaluating Text GANs as Language Models
Guy Tevet
Gavriel Habib
Vered Shwartz
Jonathan Berant
EGVM
164
32
0
30 Oct 2018
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