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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
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages
Akhter Al Amin
Kazi Sinthia Kabir
152
6
0
23 Jun 2022
Plug and Play Counterfactual Text Generation for Model Robustness
Plug and Play Counterfactual Text Generation for Model Robustness
Nishtha Madaan
Srikanta J. Bedathur
Diptikalyan Saha
180
4
0
21 Jun 2022
Automatic Controllable Product Copywriting for E-Commerce
Automatic Controllable Product Copywriting for E-CommerceKnowledge Discovery and Data Mining (KDD), 2022
Xiaojie Guo
Qingkai Zeng
Meng Jiang
Yun Xiao
Bo Long
Lingfei Wu
118
12
0
21 Jun 2022
Argumentative Text Generation in Economic Domain
Argumentative Text Generation in Economic DomainComputational Linguistics and Intellectual Technologies (CLIT), 2022
Irina Fishcheva
D. Osadchiy
Klavdiya Olegovna Bochenina
Evgeny Kotelnikov
132
1
0
18 Jun 2022
Collocation2Text: Controllable Text Generation from Guide Phrases in
  Russian
Collocation2Text: Controllable Text Generation from Guide Phrases in RussianComputational Linguistics and Intellectual Technologies (CLIT), 2022
S. Vychegzhanin
Evgeny Kotelnikov
123
0
0
18 Jun 2022
Evolution through Large Models
Evolution through Large Models
Joel Lehman
Jonathan Gordon
Shawn Jain
Kamal Ndousse
Cathy Yeh
Kenneth O. Stanley
229
118
0
17 Jun 2022
A Survey : Neural Networks for AMR-to-Text
Hongyu Hao
Guangtong Li
Zhiming Hu
Huafeng Wang
187
1
0
15 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning
  Tasks
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksNeural Information Processing Systems (NeurIPS), 2022
Tuan Dinh
Yuchen Zeng
Ruisu Zhang
Ziqian Lin
Michael Gira
Shashank Rajput
Jy-yong Sohn
Dimitris Papailiopoulos
Kangwook Lee
LMTD
559
167
0
14 Jun 2022
Bridging the Gap Between Training and Inference of Bayesian Controllable
  Language Models
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models
Han Liu
Bingning Wang
Ting Yao
Haijin Liang
Jianjin Xu
Xiaolin Hu
BDL
173
1
0
11 Jun 2022
Why is constrained neural language generation particularly challenging?
Why is constrained neural language generation particularly challenging?
Cristina Garbacea
Qiaozhu Mei
358
18
0
11 Jun 2022
Learning to Generate Prompts for Dialogue Generation through
  Reinforcement Learning
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning
Hsuan Su
Po-Han Chi
Shih-Cheng Huang
Chung Ho Lam
Saurav Sahay
Shang-Tse Chen
Hung-yi Lee
OffRL
197
1
0
08 Jun 2022
Offline RL for Natural Language Generation with Implicit Language Q
  Learning
Offline RL for Natural Language Generation with Implicit Language Q LearningInternational Conference on Learning Representations (ICLR), 2022
Charles Burton Snell
Ilya Kostrikov
Yi Su
Mengjiao Yang
Sergey Levine
OffRL
457
137
0
05 Jun 2022
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection
  in Russian
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianComputational Linguistics and Intellectual Technologies (CLIT), 2022
T. Shamardina
Vladislav Mikhailov
Daniil Chernianskii
Alena Fenogenova
Marat Saidov
A. Valeeva
Tatiana Shavrina
I. Smurov
E. Tutubalina
Ekaterina Artemova
DeLMO
156
39
0
03 Jun 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language
  Understanding and Generation
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and GenerationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Qihuang Zhong
Liang Ding
Juhua Liu
Bo Du
Dacheng Tao
223
29
0
30 May 2022
Controllable Text Generation with Neurally-Decomposed Oracle
Controllable Text Generation with Neurally-Decomposed OracleNeural Information Processing Systems (NeurIPS), 2022
Tao Meng
Sidi Lu
Nanyun Peng
Kai-Wei Chang
BDL
225
40
0
27 May 2022
Diffusion-LM Improves Controllable Text Generation
Diffusion-LM Improves Controllable Text GenerationNeural Information Processing Systems (NeurIPS), 2022
Xiang Lisa Li
John Thickstun
Ishaan Gulrajani
Abigail Z. Jacobs
Tatsunori B. Hashimoto
AI4CE
507
1,095
0
27 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning
Quark: Controllable Text Generation with Reinforced UnlearningNeural Information Processing Systems (NeurIPS), 2022
Ximing Lu
Sean Welleck
Jack Hessel
Liwei Jiang
Lianhui Qin
Peter West
Prithviraj Ammanabrolu
Yejin Choi
MU
454
254
0
26 May 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText
  Generators
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText GeneratorsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Rilwan A. Adewoyin
Ritabrata Dutta
Yulan He
194
5
0
25 May 2022
Gradient-Based Constrained Sampling from Language Models
Gradient-Based Constrained Sampling from Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sachin Kumar
Biswajit Paria
Yulia Tsvetkov
BDL
305
66
0
25 May 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Mingkai Deng
Jianyu Wang
Cheng-Ping Hsieh
Yihan Wang
Han Guo
Tianmin Shu
Meng Song
Eric Xing
Zhiting Hu
372
429
0
25 May 2022
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised
  Poetry Generation
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Aitor Ormazabal
Mikel Artetxe
Manex Agirrezabal
Aitor Soroa Etxabe
Eneko Agirre
247
25
0
24 May 2022
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUIConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Liangtai Sun
Xingyu Chen
Lu Chen
Tianle Dai
Zichen Zhu
Kai Yu
LLMAG
285
85
0
23 May 2022
Computational Storytelling and Emotions: A Survey
Computational Storytelling and Emotions: A Survey
Yusuke Mori
Hiroaki Yamane
Yusuke Mukuta
Tatsuya Harada
249
4
0
23 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data
  Augmentation
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
Prakhar Gupta
Harsh Jhamtani
Jeffrey P. Bigham
243
13
0
19 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled
  Inquisitive Question Generation
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation
Lingyu Gao
Debanjan Ghosh
Kevin Gimpel
334
12
0
17 May 2022
Long-term Control for Dialogue Generation: Methods and Evaluation
Long-term Control for Dialogue Generation: Methods and EvaluationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Ramya Ramakrishnan
H. Narangodage
M. Schilman
Kilian Q. Weinberger
Ryan T. McDonald
166
9
0
15 May 2022
Classifiers are Better Experts for Controllable Text Generation
Classifiers are Better Experts for Controllable Text Generation
Askhat Sitdikov
Nikita Balagansky
Daniil Gavrilov
Alexander Markov
165
10
0
15 May 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the
  Relationship Between Toxicity and Empathy
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and EmpathyNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Allison Lahnala
Charles F Welch
Béla Neuendorf
Lucie Flek
189
15
0
15 May 2022
Improving Sequential Query Recommendation with Immediate User Feedback
Improving Sequential Query Recommendation with Immediate User Feedback
Shameem Puthiya Parambath
Christos Anagnostopoulos
Roderick Murray-Smith
126
1
0
12 May 2022
A Generalist Agent
A Generalist Agent
Scott E. Reed
Konrad Zolna
Emilio Parisotto
Sergio Gomez Colmenarejo
Alexander Novikov
...
Yutian Chen
R. Hadsell
Oriol Vinyals
Mahyar Bordbar
Nando de Freitas
LM&RoLLMAGAI4CE
438
976
0
12 May 2022
Efficient and Training-Free Control of Language Generation
Efficient and Training-Free Control of Language Generation
Shangda Wu
Maosong Sun
235
1
0
12 May 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual
  Inconsistency in Summarization
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Prasetya Ajie Utama
Joshua Bambrick
N. Moosavi
Iryna Gurevych
HILM
162
48
0
12 May 2022
Human Language Modeling
Human Language ModelingFindings (Findings), 2022
Nikita Soni
Matthew Matero
Niranjan Balasubramanian
H. Andrew Schwartz
140
8
0
10 May 2022
Ratatouille: A tool for Novel Recipe Generation
Ratatouille: A tool for Novel Recipe Generation
Mansi Goel
Pallab Chakraborty
Vijay Ponnaganti
Minnet Khan
Sritanaya Tatipamala
Aakanksha Saini
Ganesh Bagler
183
10
0
10 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for
  Multimodal Dialogue System
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue SystemInternational Conference on Language Resources and Evaluation (LREC), 2022
Eda Okur
Saurav Sahay
L. Nachman
144
28
0
09 May 2022
Assistive Recipe Editing through Critiquing
Assistive Recipe Editing through CritiquingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Diego Antognini
Shuyang Li
Boi Faltings
Julian McAuley
157
2
0
05 May 2022
Tragedy Plus Time: Capturing Unintended Human Activities from
  Weakly-labeled Videos
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos
Arnav Chakravarthy
Zhiyuan Fang
Yezhou Yang
153
2
0
28 Apr 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text
  Generation
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation
Kexin Yang
Dayiheng Liu
Wenqiang Lei
Baosong Yang
Mingfeng Xue
Boxing Chen
Jun Xie
149
31
0
28 Apr 2022
Which Discriminator for Cooperative Text Generation?
Which Discriminator for Cooperative Text Generation?Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Antoine Chaffin
Thomas Scialom
Sylvain Lamprier
Jacopo Staiano
Benjamin Piwowarski
Ewa Kijak
Vincent Claveau
169
4
0
25 Apr 2022
Persona-Guided Planning for Controlling the Protagonist's Persona in
  Story Generation
Persona-Guided Planning for Controlling the Protagonist's Persona in Story GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhexin Zhang
Jiaxin Wen
Jian Guan
Shiyu Huang
178
26
0
22 Apr 2022
On the Origin of Hallucinations in Conversational Models: Is it the
  Datasets or the Models?
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Nouha Dziri
Sivan Milton
Mo Yu
Osmar Zaiane
Siva Reddy
HILM
240
224
0
17 Apr 2022
Improving Rare Word Recognition with LM-aware MWER Training
Improving Rare Word Recognition with LM-aware MWER TrainingInterspeech (Interspeech), 2022
Weiran Wang
Tongzhou Chen
Tara N. Sainath
Ehsan Variani
Rohit Prabhavalkar
...
S. Mavandadi
Cal Peyser
Trevor Strohman
Yanzhang He
David Rybach
KELM
169
13
0
15 Apr 2022
Can Question Rewriting Help Conversational Question Answering?
Can Question Rewriting Help Conversational Question Answering?First Workshop on Insights from Negative Results in NLP (IFNRN), 2022
Etsuko Ishii
Yan Xu
Samuel Cahyawijaya
Bryan Wilie
242
12
0
13 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis
InCoder: A Generative Model for Code Infilling and SynthesisInternational Conference on Learning Representations (ICLR), 2022
Daniel Fried
Armen Aghajanyan
Jessy Lin
Sida I. Wang
Eric Wallace
Freda Shi
Ruiqi Zhong
Anuj Kumar
Luke Zettlemoyer
M. Lewis
SyDa
339
798
0
12 Apr 2022
Learning to Express in Knowledge-Grounded Conversation
Learning to Express in Knowledge-Grounded ConversationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xueliang Zhao
Tingchen Fu
Chongyang Tao
Wei Wu
Dongyan Zhao
Rui Yan
147
7
0
12 Apr 2022
Accelerated Design and Deployment of Low-Carbon Concrete for Data
  Centers
Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers
Xiou Ge
Richard Goodwin
Haizi Yu
Pablo Romero
Omar Abdelrahman
Amruta Sudhalkar
Julius Kusuma
Ryan Cialdella
Nakul Garg
Lav Varshney
94
12
0
11 Apr 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem
  Generation
DISK: Domain-constrained Instance Sketch for Math Word Problem GenerationInternational Conference on Computational Linguistics (COLING), 2022
Tianyang Cao
Shuang Zeng
Xiaodan Xu
Mairgup Mansur
Baobao Chang
153
4
0
10 Apr 2022
Knowledge Infused Decoding
Knowledge Infused DecodingInternational Conference on Learning Representations (ICLR), 2022
Ruibo Liu
Guoqing Zheng
Shashank Gupta
Radhika Gaonkar
Chongyang Gao
Soroush Vosoughi
Milad Shokouhi
Ahmed Hassan Awadallah
KELM
197
17
0
06 Apr 2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Caleb Ziems
Jane A. Yu
Yi-Chia Wang
A. Halevy
Diyi Yang
252
113
0
06 Apr 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating
  Controlled Text Generation
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Pei Ke
Hao Zhou
Yankai Lin
Peng Li
Jie Zhou
Xiaoyan Zhu
Shiyu Huang
216
45
0
02 Apr 2022
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