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CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019

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

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Title
Neural Pipeline for Zero-Shot Data-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zdeněk Kasner Ondrej Dusek 139 38 0 30 Mar 2022
Symbolic music generation conditioned on continuous-valued emotionsIEEE Access (IEEE Access), 2022 Serkan Sulun M. Davies Paula Viana MGen 186 37 0 30 Mar 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Fatemehsadat Mireshghallah Kartik Goyal Taylor Berg-Kirkpatrick 170 87 0 24 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 474 302 0 21 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionFindings (Findings), 2022 Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 184 132 0 17 Mar 2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhe Hu Hou Pong Chan Jiachen Liu Xinyan Xiao Hua Wu Lifu Huang 186 46 0 17 Mar 2022
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue Maximillian Chen Weiyan Shi Feifan Yan Ryan Hou Jingwen Zhang Saurav Sahay Zhou Yu 210 17 0 15 Mar 2022
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksComputer Vision and Pattern Recognition (CVPR), 2022 Fawaz Sammani Tanmoy Mukherjee Nikos Deligiannis MILM ELM LRM 304 74 0 09 Mar 2022
Leashing the Inner Demons: Self-Detoxification for Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 Canwen Xu Zexue He Zhankui He Julian McAuley 88 29 0 06 Mar 2022
Training language models to follow instructions with human feedbackNeural Information Processing Systems (NeurIPS), 2022 Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 2.0K 17,148 0 04 Mar 2022
Adversarial Robustness of Neural-Statistical Features in Detection of Generative TransformersIEEE International Joint Conference on Neural Network (IJCNN), 2022 Evan Crothers Nathalie Japkowicz H. Viktor Paula Branco AAML DeLMO 176 37 0 02 Mar 2022
Controlling the Focus of Pretrained Language Generation ModelsFindings (Findings), 2022 Jiabao Ji Yoon Kim James R. Glass Tianxing He 235 5 0 02 Mar 2022
VScript: Controllable Script Generation with Visual Presentation Ziwei Ji Yan Xu I-Tsun Cheng Samuel Cahyawijaya Rita Frieske Etsuko Ishii Mini Zeng Andrea Madotto Pascale Fung 213 4 0 01 Mar 2022
Controllable Natural Language Generation with Contrastive PrefixesFindings (Findings), 2022 Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 189 112 0 27 Feb 2022
ZeroGen: Efficient Zero-shot Learning via Dataset GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 297 266 0 16 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language UnderstandingNeural Information Processing Systems (NeurIPS), 2022 Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 197 269 0 09 Feb 2022
Universal Spam Detection using Transfer Learning of BERT ModelHawaii International Conference on System Sciences (HICSS), 2022 Vijay Srinivas Tida Sonya Hsu 151 62 0 07 Feb 2022
Cedille: A large autoregressive French language model Martin Müller Florian Laurent 172 22 0 07 Feb 2022
Pre-Trained Language Models for Interactive Decision-MakingNeural Information Processing Systems (NeurIPS), 2022 Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 346 303 0 03 Feb 2022
Towards Coherent and Consistent Use of Entities in Narrative GenerationInternational Conference on Machine Learning (ICML), 2022 Pinelopi Papalampidi Kris Cao Tomás Kociský HILM 145 16 0 03 Feb 2022
Training and Evaluating a Jupyter Notebook Data Science Assistant Shubham Chandel Colin B. Clement Guillermo Serrato Neel Sundaresan 217 53 0 30 Jan 2022
A Causal Lens for Controllable Text GenerationNeural Information Processing Systems (NeurIPS), 2022 Zhiting Hu Erran L. Li 202 71 0 22 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language ModelsACM Computing Surveys (ACM CSUR), 2022 Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 494 291 0 14 Jan 2022
Pretrained Language Models for Text Generation: A SurveyACM Computing Surveys (ACM CSUR), 2022 Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 494 248 0 14 Jan 2022
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Shuohuan Wang Yu Sun Yang Xiang Zhihua Wu Siyu Ding ... Tian Wu Wei Zeng Ge Li Wen Gao Haifeng Wang ELM 200 84 0 23 Dec 2021
Taming Repetition in Dialogue Generation Yadong Xi Jiashu Pu Xiaoxi Mao 125 6 0 16 Dec 2021
FRUIT: Faithfully Reflecting Updated Information in Text Robert L Logan IV Alexandre Passos Sameer Singh Ming-Wei Chang KELM 237 45 0 16 Dec 2021
Idiomatic Expression Paraphrasing without Strong Supervision Jianing Zhou Ziheng Zeng Hongyu Gong S. Bhat 193 12 0 16 Dec 2021
Automatic Product Copywriting for E-Commerce Xueying Zhang Yanyan Zou Hainan Zhang Jing Zhou Shiliang Diao ... Xueqi He Yun Xiao Bo Long Han Yu Lingfei Wu 111 29 0 15 Dec 2021
DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization Xueying Zhang Yunjiang Jiang Yue Shang Zhaomeng Cheng Fangqiu Yi Xiaochuan Fan Yun Xiao Bo Long 147 20 0 15 Dec 2021
Controlled Cue Generation for Play Scripts Alara Dirik Hilal Donmez Pinar Yanardag 96 3 0 13 Dec 2021
Pruning Pretrained Encoders with a Multitask Objective Patrick Xia Richard Shin 127 0 0 10 Dec 2021
Unsupervised Editing for Counterfactual Stories Jiangjie Chen Chun Gan Sijie Cheng Hao Zhou Yanghua Xiao Lei Li 237 12 0 10 Dec 2021
Controllable Response Generation for Assistive Use-cases Shachi H. Kumar Hsuan Su R. Manuvinakurike Saurav Sahay L. Nachman 125 1 0 04 Dec 2021
Towards Generating Citation Sentences for Multiple References with Intent Control Jia-yan Wu A. Shieh S. Hsu Yun-Nung Chen 156 10 0 02 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 154 2 0 01 Dec 2021
A Comparative Study of Transformers on Word Sense Disambiguation Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama Dr. Anil Kumar Singh 230 7 0 30 Nov 2021
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic ArithmeticComputer Vision and Pattern Recognition (CVPR), 2021 Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 295 232 0 29 Nov 2021
Realistic simulation of users for IT systems in cyber ranges Alexandre Dey Benjamin Costé Éric Totel Adrien Bécue 43 2 0 23 Nov 2021
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy P. Smolensky Tal Linzen Jianfeng Gao Asli Celikyilmaz SyDa 216 158 0 18 Nov 2021
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System Rhys Compton Ilya Valmianski Li Deng Shengyi Huang Namit Katariya X. Amatriain Anitha Kannan MedIm 169 4 0 17 Nov 2021
FPM: A Collection of Large-scale Foundation Pre-trained Language Models Dezhou Shen AI4CE 136 0 0 09 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit A. Narayan Piero Molino Karan Goel Willie Neiswanger Christopher Ré 163 11 0 08 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 304 100 0 07 Nov 2021
A Bayesian generative neural network framework for epidemic inference problemsScientific Reports (Sci Rep), 2021 I. Biazzo Alfredo Braunstein Luca DallÁsta Fabio Mazza 356 17 0 05 Nov 2021
Generating artificial texts as substitution or complement of training dataInternational Conference on Language Resources and Evaluation (LREC), 2021 Vincent Claveau Antoine Chaffin Ewa Kijak 210 10 0 25 Oct 2021
Persona Authentication through Generative Dialogue Fengyi Tang Lifan Zeng Fei Wang Jiayu Zhou 145 8 0 25 Oct 2021
LMSOC: An Approach for Socially Sensitive PretrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Vivek Kulkarni Shubhanshu Mishra A. Haghighi 241 13 0 20 Oct 2021
GenNI: Human-AI Collaboration for Data-Backed Text Generation Hendrik Strobelt J. Kinley Robert Krueger Johanna Beyer Hanspeter Pfister Alexander M. Rush 188 30 0 19 Oct 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 243 46 0 18 Oct 2021

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CTRL: A Conditional Transformer Language Model for Controllable Generation

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