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CTRL: A Conditional Transformer Language Model for Controllable
  Generation
v1v2 (latest)

CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019
N. Keskar
Bryan McCann
Lav Varshney
Caiming Xiong
R. Socher
    AI4CE
ArXiv (abs)PDFHTMLGithub (1885★)

Papers citing "CTRL: A Conditional Transformer Language Model for Controllable Generation"

50 / 807 papers shown
Moving beyond word lists: towards abstractive topic labels for
  human-like topics of scientific documents
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents
Domenic Rosati
141
1
0
28 Oct 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation
Nearest Neighbor Language Models for Stylistic Controllable GenerationIEEE Games Entertainment Media Conference (GEM), 2022
Severino Trotta
Lucie Flek
Charles F Welch
180
5
0
27 Oct 2022
One-Shot Acoustic Matching Of Audio Signals -- Learning to Hear Music In
  Any Room/ Concert Hall
One-Shot Acoustic Matching Of Audio Signals -- Learning to Hear Music In Any Room/ Concert Hall
Prateek Verma
C. Chafe
J. Berger
169
1
0
27 Oct 2022
SentBS: Sentence-level Beam Search for Controllable Summarization
SentBS: Sentence-level Beam Search for Controllable SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chenhui Shen
Liying Cheng
Lidong Bing
Yang You
Luo Si
271
12
0
26 Oct 2022
Synthetic Text Generation with Differential Privacy: A Simple and
  Practical Recipe
Synthetic Text Generation with Differential Privacy: A Simple and Practical RecipeAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Xiang Yue
Huseyin A. Inan
Xuechen Li
Girish Kumar
Julia McAnallen
Hoda Shajari
Huan Sun
David Levitan
Robert Sim
339
116
0
25 Oct 2022
IFDID: Information Filter upon Diversity-Improved Decoding for
  Diversity-Faithfulness Tradeoff in NLG
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG
Han Meng
Xiaosong He
Zexing Chen
F. Zhou
330
1
0
25 Oct 2022
Controlled Text Reduction
Controlled Text ReductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Aviv Slobodkin
Paul Roit
Eran Hirsch
Ori Ernst
Ido Dagan
191
12
0
24 Oct 2022
Generative Knowledge Graph Construction: A Review
Generative Knowledge Graph Construction: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hongbin Ye
Ningyu Zhang
Hui Chen
Huajun Chen
330
98
0
23 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives
DiscoSense: Commonsense Reasoning with Discourse ConnectivesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Prajjwal Bhargava
Vincent Ng
LRM
632
6
0
22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
ProGen: Progressive Zero-shot Dataset Generation via In-context FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiacheng Ye
Jiahui Gao
Jiangtao Feng
Zhiyong Wu
Tao Yu
Lingpeng Kong
SyDaVLM
252
88
0
22 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to
  Ranker and Retriever for Generative Commonsense Reasoning
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xingwei He
Yeyun Gong
Alex Jin
Weizhen Qi
Hang Zhang
Jian Jiao
Bartuer Zhou
Biao Cheng
Sm Yiu
Nan Duan
149
12
0
21 Oct 2022
CONSISTENT: Open-Ended Question Generation From News Articles
CONSISTENT: Open-Ended Question Generation From News ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tuhin Chakrabarty
Justin Lewis
Smaranda Muresan
154
8
0
20 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining
  Perspective
Attribution and Obfuscation of Neural Text Authorship: A Data Mining PerspectiveSIGKDD Explorations (SIGKDD Explor.), 2022
Adaku Uchendu
Thai Le
Dongwon Lee
DeLMO
303
51
0
19 Oct 2022
Language Detoxification with Attribute-Discriminative Latent Space
Language Detoxification with Attribute-Discriminative Latent SpaceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Jin Myung Kwak
Minseon Kim
Sung Ju Hwang
268
14
0
19 Oct 2022
Controllable Fake Document Infilling for Cyber Deception
Controllable Fake Document Infilling for Cyber DeceptionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yibo Hu
Yu Lin
Eric Parolin
Latif Khan
Kevin W. Hamlen
148
8
0
18 Oct 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for
  Controllable Text Generation
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hanqing Zhang
Dawei Song
213
42
0
18 Oct 2022
Adversarial and Safely Scaled Question Generation
Adversarial and Safely Scaled Question Generation
Sreehari Sankar
Zhihang Dong
140
0
0
17 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It?
  An Actionable Survey
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveyConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Sachin Kumar
Vidhisha Balachandran
Lucille Njoo
Antonios Anastasopoulos
Yulia Tsvetkov
ELM
448
105
0
14 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for
  Controlled Text Generation
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation
Jingyu Zhang
James R. Glass
Tianxing He
157
4
0
14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and
  Detection Methods
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection MethodsIEEE Access (IEEE Access), 2022
Evan Crothers
Nathalie Japkowicz
H. Viktor
DeLMO
386
158
0
13 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
Dungeons and Dragons as a Dialog Challenge for Artificial IntelligenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chris Callison-Burch
Gaurav Singh Tomar
Lara J. Martin
Daphne Ippolito
Suma Bailis
David Reitter
214
58
0
13 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters,
  Actions and Emotions
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsInternational Conference on Computational Linguistics (COLING), 2022
Xinpeng Wang
Han Jiang
Zhihua Wei
Shanlin Zhou
155
9
0
11 Oct 2022
PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable
  Text Generation
PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text GenerationKnowledge-Based Systems (KBS), 2022
Haoqin Tu
Zhongliang Yang
Jinshuai Yang
Siyu Zhang
Yong Huang
136
7
0
07 Oct 2022
FAST: Improving Controllability for Text Generation with Feedback Aware
  Self-Training
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training
Junyi Chai
Reid Pryzant
Victor Ye Dong
Konstantin Golobokov
Chenguang Zhu
Yi Liu
251
7
0
06 Oct 2022
Prompt Compression and Contrastive Conditioning for Controllability and
  Toxicity Reduction in Language Models
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
David Wingate
Mohammad Shoeybi
Taylor Sorensen
294
99
0
06 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation
A Distributional Lens for Multi-Aspect Controllable Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yuxuan Gu
Xiaocheng Feng
Sicheng Ma
Lingyuan Zhang
Heng Gong
Bing Qin
339
45
0
06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG)
  Models for Open Domain Question Answering
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2022
Shamane Siriwardhana
Rivindu Weerasekera
Elliott Wen
Tharindu Kaluarachchi
R. Rana
Suranga Nanayakkara
VLM
285
277
0
06 Oct 2022
Multi-objective Deep Data Generation with Correlated Property Control
Multi-objective Deep Data Generation with Correlated Property ControlNeural Information Processing Systems (NeurIPS), 2022
Shiyu Wang
Xiaojie Guo
Xuanyang Lin
Bo Pan
Yuanqi Du
...
S. Alkhalifa
K. Minbiole
Bill Wuest
Amarda Shehu
Bo Pan
AI4CE
234
17
0
01 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An
  Evaluation by Industry Professionals
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry ProfessionalsInternational Conference on Human Factors in Computing Systems (CHI), 2022
Piotr Wojciech Mirowski
Kory W. Mathewson
Jaylen Pittman
Richard Evans
HAI
261
324
0
29 Sep 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression
  Generation for Solving Math Word Problems
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
Yibin Shen
Qianying Liu
Zhuoyuan Mao
Zhen Wan
Fei Cheng
Sadao Kurohashi
AIMat
262
5
0
21 Sep 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction
  from Pre-trained Language Models
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language ModelsInternational Conference on Computational Linguistics (COLING), 2022
Taeuk Kim
283
1
0
15 Sep 2022
Harnessing Abstractive Summarization for Fact-Checked Claim Detection
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionInternational Conference on Computational Linguistics (COLING), 2022
Varad Bhatnagar
Helen Treharne
Kameswari Chebrolu
HILM
242
11
0
10 Sep 2022
Applying Transformer-based Text Summarization for Keyphrase Generation
Applying Transformer-based Text Summarization for Keyphrase GenerationLobachevskii Journal of Mathematics (Lobachevskii J. Math.), 2022
Anna Glazkova
Dmitry A. Morozov
148
23
0
08 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story
  generation
Every picture tells a story: Image-grounded controllable stylistic story generation
Holy Lovenia
Bryan Wilie
Romain Barraud
Samuel Cahyawijaya
Willy Chung
Pascale Fung
214
8
0
04 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications
Diffusion Models: A Comprehensive Survey of Methods and ApplicationsACM Computing Surveys (ACM CSUR), 2022
Ling Yang
Zhilong Zhang
Yingxia Shao
Shenda Hong
Runsheng Xu
Yue Zhao
Wentao Zhang
Tengjiao Wang
Ming-Hsuan Yang
DiffMMedIm
1.5K
1,901
0
02 Sep 2022
PEER: A Collaborative Language Model
PEER: A Collaborative Language ModelInternational Conference on Learning Representations (ICLR), 2022
Timo Schick
Jane Dwivedi-Yu
Zhengbao Jiang
Fabio Petroni
Patrick Lewis
Gautier Izacard
Qingfei You
Christoforos Nalmpantis
Edouard Grave
Sebastian Riedel
ALM
262
104
0
24 Aug 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation
  of Story Generation
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationInternational Conference on Computational Linguistics (COLING), 2022
Cyril Chhun
Pierre Colombo
Chloé Clavel
Fabian M. Suchanek
602
66
0
24 Aug 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator
Few-Shot Table-to-Text Generation with Prefix-Controlled GeneratorInternational Conference on Computational Linguistics (COLING), 2022
Yutao Luo
Menghua Lu
Gongshen Liu
Shilin Wang
LMTD
129
10
0
23 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the
  Perspective of Digital Deception
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception
Keenan I. Jones
Enes ALTUNCU
V. N. Franqueira
Yi-Chia Wang
Shujun Li
DeLMO
200
4
0
11 Aug 2022
Abstractive Meeting Summarization: A Survey
Abstractive Meeting Summarization: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022
Virgile Rennard
Guokan Shang
Julie Hunter
Michalis Vazirgiannis
282
19
0
08 Aug 2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization
DeepGen: Diverse Search Ad Generation and Real-Time CustomizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Konstantin Golobokov
Junyi Chai
Victor Ye Dong
Mandy Gu
Bingyu Chi
Jie Cao
Yulan Yan
Yi Liu
165
12
0
06 Aug 2022
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language
  Models
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
Margaret Li
Suchin Gururangan
Tim Dettmers
M. Lewis
Tim Althoff
Noah A. Smith
Luke Zettlemoyer
MoMe
251
181
0
05 Aug 2022
Composable Text Controls in Latent Space with ODEs
Composable Text Controls in Latent Space with ODEsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Guangyi Liu
Zeyu Feng
Yuan Gao
Zichao Yang
Xiaodan Liang
Junwei Bao
Xiaodong He
Shuguang Cui
Zhen Li
Zhiting Hu
AI4CEDiffM
234
43
0
01 Aug 2022
ELF22: A Context-based Counter Trolling Dataset to Combat Internet
  Trolls
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsInternational Conference on Language Resources and Evaluation (LREC), 2022
Huije Lee
Young Ju Na
Hoyun Song
Jisu Shin
Jong C. Park
201
9
0
30 Jul 2022
Efficient Training of Language Models to Fill in the Middle
Efficient Training of Language Models to Fill in the Middle
Mohammad Bavarian
Heewoo Jun
Nikolas Tezak
John Schulman
C. McLeavey
Jerry Tworek
Mark Chen
203
255
0
28 Jul 2022
Neural Generation Meets Real People: Building a Social, Informative
  Open-Domain Dialogue Agent
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue AgentSIGDIAL Conferences (SIGDIAL), 2022
Ethan A. Chi
Ashwin Paranjape
A. See
Caleb Chiam
Trenton Chang
...
Dilara Soylu
Jillian Tang
A. Narayan
Giovanni Campagna
Christopher D. Manning
230
7
0
25 Jul 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens
Zero-Shot Video Captioning with Evolving Pseudo-Tokens
Yoad Tewel
Yoav Shalev
Roy Nadler
Idan Schwartz
Lior Wolf
232
32
0
22 Jul 2022
Controllable Data Generation by Deep Learning: A Review
Controllable Data Generation by Deep Learning: A ReviewACM Computing Surveys (ACM CSUR), 2022
Shiyu Wang
Yuanqi Du
Xiaojie Guo
Bo Pan
Zhaohui Qin
Bo Pan
650
38
0
19 Jul 2022
Can Language Models perform Abductive Commonsense Reasoning?
Can Language Models perform Abductive Commonsense Reasoning?
Seung-Kyum Kim
ReLMLRM
140
1
0
07 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity
  Coverage Control
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
Haopeng Zhang
Semih Yavuz
Wojciech Kry'sciñski
Kazuma Hashimoto
Yingbo Zhou
HILM
178
38
0
05 Jul 2022
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