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The Curious Case of Neural Text Degeneration
v1v2 (latest)

The Curious Case of Neural Text Degeneration

22 April 2019
Ari Holtzman
Jan Buys
Li Du
Maxwell Forbes
Yejin Choi
ArXiv (abs)PDFHTML

Papers citing "The Curious Case of Neural Text Degeneration"

50 / 2,400 papers shown
Pre-training Is (Almost) All You Need: An Application to Commonsense
  Reasoning
Pre-training Is (Almost) All You Need: An Application to Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Alexandre Tamborrino
Nicola Pellicanò
B. Pannier
Pascal Voitot
Louise Naudin
LRM
147
66
0
29 Apr 2020
Recipes for building an open-domain chatbot
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Stephen Roller
Emily Dinan
Naman Goyal
Da Ju
Mary Williamson
...
Myle Ott
Kurt Shuster
Eric Michael Smith
Y-Lan Boureau
Jason Weston
ALM
515
1,085
0
28 Apr 2020
The Gutenberg Dialogue Dataset
The Gutenberg Dialogue DatasetConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Richard Csaky
Gábor Recski
213
15
0
27 Apr 2020
Assessing Discourse Relations in Language Generation from GPT-2
Assessing Discourse Relations in Language Generation from GPT-2
Wei-Jen Ko
Junyi Jessy Li
132
1
0
26 Apr 2020
A Tailored Pre-Training Model for Task-Oriented Dialog Generation
A Tailored Pre-Training Model for Task-Oriented Dialog Generation
Jing Gu
Qingyang Wu
Chongruo Wu
Weiyan Shi
Zhou Yu
132
19
0
24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning
Generative Data Augmentation for Commonsense Reasoning
Yiben Yang
Chaitanya Malaviya
Jared Fernandez
Swabha Swayamdipta
Ronan Le Bras
Ji-ping Wang
Chandra Bhagavatula
Yejin Choi
Doug Downey
LRM
241
89
0
24 Apr 2020
Residual Energy-Based Models for Text Generation
Residual Energy-Based Models for Text Generation
Yuntian Deng
A. Bakhtin
Myle Ott
Arthur Szlam
MarcÁurelio Ranzato
239
144
0
22 Apr 2020
VisualCOMET: Reasoning about the Dynamic Context of a Still Image
VisualCOMET: Reasoning about the Dynamic Context of a Still Image
J. S. Park
Chandra Bhagavatula
Roozbeh Mottaghi
Ali Farhadi
Yejin Choi
ReLMLRM
213
6
0
22 Apr 2020
Trading Off Diversity and Quality in Natural Language Generation
Trading Off Diversity and Quality in Natural Language Generation
Hugh Zhang
Daniel Duckworth
Daphne Ippolito
Arvind Neelakantan
203
124
0
22 Apr 2020
Experience Grounds Language
Experience Grounds Language
Yonatan Bisk
Ari Holtzman
Jesse Thomason
Jacob Andreas
Yoshua Bengio
...
Angeliki Lazaridou
Jonathan May
Aleksandr Nisnevich
Nicolas Pinto
Joseph P. Turian
499
399
0
21 Apr 2020
Unsupervised Opinion Summarization with Noising and Denoising
Unsupervised Opinion Summarization with Noising and Denoising
Reinald Kim Amplayo
Mirella Lapata
135
72
0
21 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music
  Generation
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation
Gaëtan Hadjeres
Léopold Crestel
195
19
0
21 Apr 2020
Grounding Conversations with Improvised Dialogues
Grounding Conversations with Improvised DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Hyundong Justin Cho
Jonathan May
166
37
0
20 Apr 2020
Show Us the Way: Learning to Manage Dialog from Demonstrations
Show Us the Way: Learning to Manage Dialog from Demonstrations
Gabriel Gordon-Hall
P. Gorinski
Gerasimos Lampouras
Ignacio Iacobacci
OffRL
163
12
0
17 Apr 2020
Reverse Engineering Configurations of Neural Text Generation Models
Reverse Engineering Configurations of Neural Text Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Yi Tay
Dara Bahri
Che Zheng
Clifford Brunk
Donald Metzler
Andrew Tomkins
DeLMO
136
34
0
13 Apr 2020
Explaining Question Answering Models through Text Generation
Explaining Question Answering Models through Text Generation
Veronica Latcinnik
Jonathan Berant
LRM
240
53
0
12 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk
Unsupervised Commonsense Question Answering with Self-TalkConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Vered Shwartz
Peter West
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
ReLMSSLAI4MHLRM
293
278
0
11 Apr 2020
Designing Precise and Robust Dialogue Response Evaluators
Designing Precise and Robust Dialogue Response EvaluatorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Tianyu Zhao
Divesh Lala
Tatsuya Kawahara
153
55
0
10 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of
  Summaries
Asking and Answering Questions to Evaluate the Factual Consistency of SummariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Alex Jinpeng Wang
Dong Wang
M. Lewis
HILM
282
538
0
08 Apr 2020
Generating Counter Narratives against Online Hate Speech: Data and
  Strategies
Generating Counter Narratives against Online Hate Speech: Data and StrategiesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Serra Sinem Tekiroğlu
Yi-Ling Chung
Marco Guerini
121
123
0
08 Apr 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn
  Knowledge-driven Conversation
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Hao Zhou
Chujie Zheng
Kaili Huang
Shiyu Huang
Xiaoyan Zhu
151
131
0
08 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use
TuringAdvice: A Generative and Dynamic Evaluation of Language Use
Rowan Zellers
Ari Holtzman
Elizabeth Clark
Lianhui Qin
Ali Farhadi
Yejin Choi
ELMLRM
233
13
0
07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation
TextGAIL: Generative Adversarial Imitation Learning for Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2020
Qingyang Wu
Lei Li
Zhou Yu
GAN
240
52
0
07 Apr 2020
"You are grounded!": Latent Name Artifacts in Pre-trained Language
  Models
"You are grounded!": Latent Name Artifacts in Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Vered Shwartz
Rachel Rudinger
Oyvind Tafjord
158
54
0
06 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language Generation
Evaluating the Evaluation of Diversity in Natural Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Guy Tevet
Jonathan Berant
386
99
0
06 Apr 2020
Residual Energy-Based Models for Text
Residual Energy-Based Models for Text
A. Bakhtin
Yuntian Deng
Sam Gross
Myle Ott
MarcÁurelio Ranzato
Arthur Szlam
195
13
0
06 Apr 2020
Sparse Text Generation
Sparse Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Pedro Henrique Martins
Zita Marinho
André F. T. Martins
MoE
286
41
0
06 Apr 2020
An Analysis of the Utility of Explicit Negative Examples to Improve the
  Syntactic Abilities of Neural Language Models
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Hiroshi Noji
Hiroya Takamura
196
15
0
06 Apr 2020
PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative
  Dialogue Systems
PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative Dialogue Systems
Tian Lan
Xian-Ling Mao
Wei Wei
Xiaoyan Gao
Heyan Huang
127
7
0
06 Apr 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text
  Generation
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation
Noe Casas
José A. R. Fonollosa
Marta R. Costa-jussá
239
11
0
05 Apr 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance
  Generation
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation
Shaojie Jiang
Thomas Wolf
Christof Monz
Maarten de Rijke
152
14
0
26 Mar 2020
Heavy-tailed Representations, Text Polarity Classification & Data
  Augmentation
Heavy-tailed Representations, Text Polarity Classification & Data AugmentationNeural Information Processing Systems (NeurIPS), 2020
Hamid Jalalzai
Pierre Colombo
Chloé Clavel
Éric Gaussier
Giovanna Varni
Emmanuel Vignon
Anne Sabourin
225
29
0
25 Mar 2020
Efficient Content-Based Sparse Attention with Routing Transformers
Efficient Content-Based Sparse Attention with Routing TransformersTransactions of the Association for Computational Linguistics (TACL), 2020
Aurko Roy
M. Saffar
Ashish Vaswani
David Grangier
MoE
961
682
0
12 Mar 2020
An Empirical Investigation of Pre-Trained Transformer Language Models
  for Open-Domain Dialogue Generation
An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation
Piji Li
182
16
0
09 Mar 2020
EmpTransfo: A Multi-head Transformer Architecture for Creating
  Empathetic Dialog Systems
EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog SystemsThe Florida AI Research Society (FLAIRS), 2020
Rohola Zandie
Mohammad H. Mahoor
227
50
0
05 Mar 2020
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward
Florian Schmidt
Thomas Hofmann
190
8
0
05 Mar 2020
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
Igor Shalyminov
Alessandro Sordoni
Adam Atkinson
Hannes Schulz
VLM
151
13
0
03 Mar 2020
Analysis of diversity-accuracy tradeoff in image captioning
Analysis of diversity-accuracy tradeoff in image captioning
Ruotian Luo
Gregory Shakhnarovich
125
15
0
27 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes
PolyGen: An Autoregressive Generative Model of 3D MeshesInternational Conference on Machine Learning (ICML), 2020
C. Nash
Yaroslav Ganin
A. Eslami
Peter W. Battaglia
AI4CE
279
307
0
23 Feb 2020
Incremental Sampling Without Replacement for Sequence Models
Incremental Sampling Without Replacement for Sequence ModelsInternational Conference on Machine Learning (ICML), 2020
Kensen Shi
David Bieber
Charles Sutton
VLMSyDaBDL
193
26
0
21 Feb 2020
Uncertainty Estimation in Autoregressive Structured Prediction
Uncertainty Estimation in Autoregressive Structured Prediction
A. Malinin
Mark Gales
UQLM
241
9
0
18 Feb 2020
Limits of Detecting Text Generated by Large-Scale Language Models
Limits of Detecting Text Generated by Large-Scale Language ModelsInformation Theory and Applications Workshop (ITA), 2020
Lav Varshney
N. Keskar
R. Socher
DeLMO
152
23
0
09 Feb 2020
Blank Language Models
Blank Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
T. Shen
Victor Quach
Regina Barzilay
Tommi Jaakkola
478
75
0
08 Feb 2020
Consistency of a Recurrent Language Model With Respect to Incomplete
  Decoding
Consistency of a Recurrent Language Model With Respect to Incomplete DecodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sean Welleck
Ilia Kulikov
Jaedeok Kim
Richard Yuanzhe Pang
Dong Wang
214
75
0
06 Feb 2020
Variational Template Machine for Data-to-Text Generation
Variational Template Machine for Data-to-Text GenerationInternational Conference on Learning Representations (ICLR), 2020
Rong Ye
Wenxian Shi
Hao Zhou
Zhongyu Wei
Lei Li
DRL
194
45
0
04 Feb 2020
Explaining Relationships Between Scientific Documents
Explaining Relationships Between Scientific DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Kelvin Luu
Xinyi Wu
Rik Koncel-Kedziorski
Kyle Lo
Isabel Cachola
Noah A. Smith
355
55
0
02 Feb 2020
Bridging Text and Video: A Universal Multimodal Transformer for
  Video-Audio Scene-Aware Dialog
Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog
Zekang Li
Zongjia Li
Jinchao Zhang
Yang Feng
Cheng Niu
Jie Zhou
243
38
0
01 Feb 2020
Towards a Human-like Open-Domain Chatbot
Towards a Human-like Open-Domain Chatbot
Daniel De Freitas
Minh-Thang Luong
David R. So
Jamie Hall
Noah Fiedel
...
Zi Yang
Apoorv Kulshreshtha
Gaurav Nemade
Yifeng Lu
Quoc V. Le
554
993
0
27 Jan 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from
  Text Corpus
Asking Questions the Human Way: Scalable Question-Answer Generation from Text CorpusThe Web Conference (WWW), 2020
Bang Liu
Haojie Wei
Di Niu
Haolan Chen
Yancheng He
281
98
0
27 Jan 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
A Knowledge-Enhanced Pretraining Model for Commonsense Story GenerationTransactions of the Association for Computational Linguistics (TACL), 2020
Jian Guan
Fei Huang
Zhihao Zhao
Xiaoyan Zhu
Shiyu Huang
LRMSyDa
231
266
0
15 Jan 2020
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