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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
Discrete Prompt Optimization via Constrained Generation for Zero-shot
  Re-ranker
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Sukmin Cho
Soyeong Jeong
Jeongyeon Seo
Jong C. Park
OffRL
243
27
0
23 May 2023
Improving Classifier Robustness through Active Generation of Pairwise
  Counterfactuals
Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals
Ananth Balashankar
Xuezhi Wang
Yao Qin
Ben Packer
Nithum Thain
Jilin Chen
Ed H. Chi
Alex Beutel
153
1
0
22 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human
  Feedback
AlpacaFarm: A Simulation Framework for Methods that Learn from Human FeedbackNeural Information Processing Systems (NeurIPS), 2023
Yann Dubois
Xuechen Li
Rohan Taori
Tianyi Zhang
Ishaan Gulrajani
Jimmy Ba
Carlos Guestrin
Abigail Z. Jacobs
Tatsunori B. Hashimoto
ALM
494
768
0
22 May 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient
  Sampling from Compact Latent Space
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hanxing Ding
Liang Pang
Zihao Wei
Huawei Shen
Xueqi Cheng
Tat-Seng Chua
DiffM
249
15
0
22 May 2023
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
BOLT: Fast Energy-based Controlled Text Generation with Tunable BiasesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Xin Liu
Muhammad Khalifa
Lu Wang
331
23
0
19 May 2023
LIMA: Less Is More for Alignment
LIMA: Less Is More for AlignmentNeural Information Processing Systems (NeurIPS), 2023
Chunting Zhou
Pengfei Liu
Puxin Xu
Srini Iyer
Jiao Sun
...
Susan Zhang
Gargi Ghosh
M. Lewis
Luke Zettlemoyer
Omer Levy
ALM
443
1,138
0
18 May 2023
Vaxformer: Antigenicity-controlled Transformer for Vaccine Design
  Against SARS-CoV-2
Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2
Aryo Pradipta Gema
Michal Kobiela
Achille Fraisse
A. Rajan
Diego A. Oyarzún
J. Alfaro
122
1
0
18 May 2023
Listen, Think, and Understand
Listen, Think, and UnderstandInternational Conference on Learning Representations (ICLR), 2023
Yuan Gong
Hongyin Luo
Alexander H. Liu
Leonid Karlinsky
James R. Glass
ELMMLLMLRM
684
219
0
18 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated
  Articles on Misinformation and Mainstream News Websites
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News WebsitesInternational Conference on Web and Social Media (ICWSM), 2023
Hans W. A. Hanley
Zakir Durumeric
DeLMO
324
60
0
16 May 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric
  Preference Checklist
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference ChecklistAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Iftitahu Ni'mah
Meng Fang
Vlado Menkovski
Mykola Pechenizkiy
268
20
0
15 May 2023
Text Classification via Large Language Models
Text Classification via Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xiaofei Sun
Xiaoya Li
Jiwei Li
Leilei Gan
Shangwei Guo
Tianwei Zhang
Guoyin Wang
RALMLRM
238
222
0
15 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive
  Knowledge Infusion
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge InfusionAAAI Conference on Artificial Intelligence (AAAI), 2023
Zexue He
An Yan
Amilcare Gentili
Julian McAuley
Chun-Nan Hsu
MedIm
243
3
0
15 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems
  using Differentially Private Language Models
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Aldo G. Carranza
Rezsa Farahani
Natalia Ponomareva
Alexey Kurakin
Matthew Jagielski
Milad Nasr
SyDa
304
12
0
10 May 2023
ArgU: A Controllable Factual Argument Generator
ArgU: A Controllable Factual Argument GeneratorAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Sougata Saha
Rohini Srihari
216
19
0
09 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting
Controllable Mixed-Initiative Dialogue Generation through PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Maximillian Chen
Xiao Yu
Weiyan Shi
Urvi Awasthi
Zhou Yu
185
38
0
06 May 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute
  Controllable Dialogue Generation
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhiling Zhang
Mengyue Wu
Ke Zhu
AI4CE
235
1
0
04 May 2023
Exploring the Protein Sequence Space with Global Generative Models
Exploring the Protein Sequence Space with Global Generative ModelsCold Spring Harbor Perspectives in Biology (Cold Spring Harb Perspect Biol), 2023
S. Romero-Romero
Sebastian Lindner
Noelia Ferruz
211
5
0
03 May 2023
Controlled Text Generation with Natural Language Instructions
Controlled Text Generation with Natural Language InstructionsInternational Conference on Machine Learning (ICML), 2023
Wangchunshu Zhou
Yuchen Eleanor Jiang
Ethan Gotlieb Wilcox
Robert Bamler
Mrinmaya Sachan
436
115
0
27 Apr 2023
SweCTRL-Mini: a data-transparent Transformer-based large language model
  for controllable text generation in Swedish
SweCTRL-Mini: a data-transparent Transformer-based large language model for controllable text generation in Swedish
Dmytro Kalpakchi
Johan Boye
SyDa
181
4
0
27 Apr 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in
  Research
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Luiza Amador Pozzobon
Beyza Ermis
Patrick Lewis
Sara Hooker
184
51
0
24 Apr 2023
Learn What NOT to Learn: Towards Generative Safety in Chatbots
Learn What NOT to Learn: Towards Generative Safety in Chatbots
Leila Khalatbari
Yejin Bang
Jane Polak Scowcroft
Willy Chung
Saeedeh Ghadimi
Hossein Sameti
Pascale Fung
173
10
0
21 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local
  Fine-Tuned Models for Highly-Specific Radiology NLI Task
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI TaskIEEE Transactions on Big Data (IEEE Trans. Big Data), 2023
Zihao Wu
Lu Zhang
Chao-Yang Cao
Xiao-Xing Yu
Haixing Dai
...
Shijie Zhao
Hongtu Zhu
Xiang Li
Dajiang Zhu
Tianming Liu
LM&MA
150
46
0
18 Apr 2023
Towards Corpus-Scale Discovery of Selection Biases in News Coverage:
  Comparing What Sources Say About Entities as a Start
Towards Corpus-Scale Discovery of Selection Biases in News Coverage: Comparing What Sources Say About Entities as a Start
Sihao Chen
William F. Bruno
Dan Roth
127
2
0
06 Apr 2023
Safety Analysis in the Era of Large Language Models: A Case Study of
  STPA using ChatGPT
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPTMachine Learning with Applications (MLWA), 2023
Yi Qi
Xingyu Zhao
Siddartha Khastgir
Xiaowei Huang
197
34
0
03 Apr 2023
Inspecting and Editing Knowledge Representations in Language Models
Inspecting and Editing Knowledge Representations in Language Models
Evan Hernandez
Belinda Z. Li
Jacob Andreas
KELM
302
123
0
03 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Elastic Weight Removal for Faithful and Abstractive Dialogue GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Nico Daheim
Nouha Dziri
Mrinmaya Sachan
Iryna Gurevych
Edoardo Ponti
MoMe
261
32
0
30 Mar 2023
Reference-less Analysis of Context Specificity in Translation with
  Personalised Language Models
Reference-less Analysis of Context Specificity in Translation with Personalised Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
S. Vincent
Alice Dowek
Rowanne Sumner
Charlotte Blundell
Emily Preston
Chris Bayliss
Chris Oakley
Carolina Scarton
202
3
0
29 Mar 2023
Learning Combinatorial Prompts for Universal Controllable Image
  Captioning
Learning Combinatorial Prompts for Universal Controllable Image CaptioningInternational Journal of Computer Vision (IJCV), 2023
Zhen Wang
Jun Xiao
Yueting Zhuang
Fei Gao
Jian Shao
Long Chen
200
12
0
11 Mar 2023
Rewarding Chatbots for Real-World Engagement with Millions of Users
Rewarding Chatbots for Real-World Engagement with Millions of Users
R. Irvine
D. Boubert
Vyas Raina
Adian Liusie
Ziyi Zhu
...
Valentin Assassi
Christie-Carol Beauchamp
Xiaoding Lu
Thomas Rialan
W. Beauchamp
ALM
231
58
0
10 Mar 2023
Extrapolative Controlled Sequence Generation via Iterative Refinement
Extrapolative Controlled Sequence Generation via Iterative RefinementInternational Conference on Machine Learning (ICML), 2023
Vishakh Padmakumar
Richard Yuanzhe Pang
He He
Ankur P. Parikh
370
13
0
08 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation
Mixture of Soft Prompts for Controllable Data GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Derek Chen
Celine Lee
Yunan Lu
Domenic Rosati
Zhou Yu
360
30
0
02 Mar 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for
  Embodied Agents
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied AgentsNeural Information Processing Systems (NeurIPS), 2023
Wenlong Huang
Fei Xia
Dhruv Shah
Danny Driess
Andy Zeng
...
Pete Florence
Igor Mordatch
Sergey Levine
Karol Hausman
Brian Ichter
LM&Ro
257
78
0
01 Mar 2023
Systematic Rectification of Language Models via Dead-end Analysis
Systematic Rectification of Language Models via Dead-end AnalysisInternational Conference on Learning Representations (ICLR), 2023
Mengyao Cao
Mehdi Fatemi
Jackie C.K. Cheung
Samira Shabanian
KELM
138
19
0
27 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting
Guiding Large Language Models via Directional Stimulus PromptingNeural Information Processing Systems (NeurIPS), 2023
Zekun Li
Baolin Peng
Pengcheng He
Michel Galley
Jianfeng Gao
Xi Yan
LLMAGLRMLM&Ro
456
132
0
22 Feb 2023
Topic-switch adapted Japanese Dialogue System based on PLATO-2
Topic-switch adapted Japanese Dialogue System based on PLATO-2
Donghuo Zeng
Jianming Wu
Yanan Wang
Kazunori Matsumoto
Gen Hattori
K. Ikeda
178
0
0
22 Feb 2023
Learning Deep Semantics for Test Completion
Learning Deep Semantics for Test CompletionInternational Conference on Software Engineering (ICSE), 2023
Pengyu Nie
Rahul Banerjee
Junyi Jessy Li
Raymond J. Mooney
Miloš Gligorić
395
80
0
20 Feb 2023
Hashtag-Guided Low-Resource Tweet Classification
Hashtag-Guided Low-Resource Tweet ClassificationThe Web Conference (WWW), 2023
Shizhe Diao
Sedrick Scott Keh
Liangming Pan
Zhiliang Tian
Yan Song
Tong Zhang
VLMAI4TS
175
7
0
20 Feb 2023
Towards Safer Generative Language Models: A Survey on Safety Risks,
  Evaluations, and Improvements
Towards Safer Generative Language Models: A Survey on Safety Risks, Evaluations, and Improvements
Jiawen Deng
Jiale Cheng
Hao Sun
Zhexin Zhang
Shiyu Huang
LM&MAELM
226
22
0
18 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text
  Generation with Prompt Constraints
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt ConstraintsFindings (Findings), 2023
Albert Lu
Hongxin Zhang
Yanzhe Zhang
Xuezhi Wang
Diyi Yang
LRM
141
38
0
17 Feb 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable
  Simplification of Medical Texts
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical TextsAAAI Conference on Artificial Intelligence (AAAI), 2023
Chandrayee Basu
Rosni Vasu
Michihiro Yasunaga
Qiang Yang
225
23
0
17 Feb 2023
Conveying the Predicted Future to Users: A Case Study of Story Plot
  Prediction
Conveying the Predicted Future to Users: A Case Study of Story Plot Prediction
Huang Chieh-Yang
Saniya Naphade
Kavya Laalasa Karanam
Ting-Hao 'Kenneth' Huang
156
4
0
17 Feb 2023
Pretraining Language Models with Human Preferences
Pretraining Language Models with Human PreferencesInternational Conference on Machine Learning (ICML), 2023
Tomasz Korbak
Kejian Shi
Angelica Chen
Rasika Bhalerao
C. L. Buckley
Jason Phang
Sam Bowman
Ethan Perez
ALMSyDa
360
272
0
16 Feb 2023
Adding Instructions during Pretraining: Effective Way of Controlling
  Toxicity in Language Models
Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Shrimai Prabhumoye
M. Patwary
Mohammad Shoeybi
Bryan Catanzaro
LM&MA
136
23
0
14 Feb 2023
Modeling Complex Event Scenarios via Simple Entity-focused Questions
Modeling Complex Event Scenarios via Simple Entity-focused QuestionsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Mahnaz Koupaee
Greg Durrett
Nathanael Chambers
Niranjan Balasubramanian
180
2
0
14 Feb 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded
  Dialogue
Position Matters! Empirical Study of Order Effect in Knowledge-grounded DialogueWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2023
Hsuan Su
Shachi H. Kumar
Sahisnu Mazumder
Wenda Chen
R. Manuvinakurike
Eda Okur
Saurav Sahay
L. Nachman
Shang-Tse Chen
Hung-yi Lee
131
4
0
12 Feb 2023
Transformer models: an introduction and catalog
Transformer models: an introduction and catalog
X. Amatriain
Ananth Sankar
Jie Bing
Praveen Kumar Bodigutla
Timothy J. Hazen
Michaeel Kazi
493
73
0
12 Feb 2023
Adversarial Transformer Language Models for Contextual Commonsense
  Inference
Adversarial Transformer Language Models for Contextual Commonsense Inference
Pedro Colon-Hernandez
H. Lieberman
Yida Xin
Claire Yin
C. Breazeal
Peter Chin
244
2
0
10 Feb 2023
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music
  Generation with Transformers
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Pedro Sarmento
Adarsh Kumar
Yu-Hua Chen
CJ Carr
Zack Zukowski
M. Barthet
202
24
0
10 Feb 2023
Large Language Models for Code: Security Hardening and Adversarial
  Testing
Large Language Models for Code: Security Hardening and Adversarial TestingConference on Computer and Communications Security (CCS), 2023
Jingxuan He
Martin Vechev
ELMAAML
399
202
0
10 Feb 2023
Selective In-Context Data Augmentation for Intent Detection using
  Pointwise V-Information
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-InformationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Yen-Ting Lin
Alexandros Papangelis
Seokhwan Kim
Sungjin Lee
Devamanyu Hazarika
Mahdi Namazifar
Di Jin
Yang Liu
Dilek Z. Hakkani-Tür
165
43
0
10 Feb 2023
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