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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
Zero-Shot Controlled Generation with Encoder-Decoder Transformers Devamanyu Hazarika Mahdi Namazifar Dilek Z. Hakkani-Tür AI4CE 292 6 0 11 Jun 2021
Hash Layers For Large Sparse ModelsNeural Information Processing Systems (NeurIPS), 2021 Stephen Roller Sainbayar Sukhbaatar Arthur Szlam Jason Weston MoE 373 249 0 08 Jun 2021
Staircase Attention for Recurrent Processing of SequencesNeural Information Processing Systems (NeurIPS), 2021 Da Ju Stephen Roller Sainbayar Sukhbaatar Jason Weston 142 13 0 08 Jun 2021
Question Generation for Adaptive EducationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Megha Srivastava Noah D. Goodman AI4Ed 116 46 0 08 Jun 2021
Fingerprinting Fine-tuned Language Models in the WildFindings (Findings), 2021 Nirav Diwan Tanmoy Chakraborty Zubair Shafiq DeLMO 92 13 0 03 Jun 2021
Decision Transformer: Reinforcement Learning via Sequence ModelingNeural Information Processing Systems (NeurIPS), 2021 Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel A. Srinivas Igor Mordatch OffRL 547 1,982 0 02 Jun 2021
Generating Informative Conclusions for Argumentative TextsFindings (Findings), 2021 S. Syed Khalid Al Khatib Milad Alshomary Henning Wachsmuth Martin Potthast 107 25 0 02 Jun 2021
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xinyu Hua Ashwin Sreevatsa Lu Wang 139 23 0 01 Jun 2021
Controllable Abstractive Dialogue Summarization with Sketch SupervisionFindings (Findings), 2021 Chien-Sheng Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 188 57 0 28 May 2021
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Zhiliang Tian Wei Bi Zi-qiang Zhang Dongkyu Lee Yiping Song Ningyu Zhang 106 12 0 21 May 2021
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 254 204 0 21 May 2021
An Automated Method to Enrich Consumer Health Vocabularies Using GloVe Word Embeddings and An Auxiliary Lexical ResourcePeerJ Computer Science (PeerJ Comput. Sci.), 2020 Mohammed Ibrahim Susan Gauch Omar Salman Mohammed Alqahatani 120 13 0 18 May 2021
WOVe: Incorporating Word Order in GloVe Word EmbeddingsInternational Journal of Engineering Science and Technology (IJEST), 2021 Mohammed Ibrahim Susan Gauch Tyler Gerth Brandon Cox 103 3 0 18 May 2021
SHARE: a System for Hierarchical Assistive Recipe EditingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Shuyang Li Yufei Li Jianmo Ni Julian McAuley 172 26 0 17 May 2021
Improving Code Autocompletion with Transfer Learning Wenjie Zhou Seohyun Kim V. Murali Gareth Ari Aye 203 17 0 12 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic SurveyArtificial Intelligence Review (AIR), 2021 Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Xiaoshi Zhong 783 320 0 10 May 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAEIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021 Shih-Lun Wu Yi-Hsuan Yang ViT 323 72 0 10 May 2021
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Alisa Liu Maarten Sap Ximing Lu Swabha Swayamdipta Chandra Bhagavatula Noah A. Smith Yejin Choi MU 505 438 0 07 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN BenchmarkTransactions of the Association for Computational Linguistics (TACL), 2021 Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 469 93 0 30 Apr 2021
MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator CoresInternational Symposium on High-Performance Computer Architecture (HPCA), 2021 Sheng-Chun Kao T. Krishna 249 61 0 28 Apr 2021
Generating abstractive summaries of Lithuanian news articles using a transformer modelInternational Conference on Information and Software Technologies (ICIST), 2021 Lukas Stankevicius M. Lukoševičius 123 3 0 23 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path GroundingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 165 154 0 17 Apr 2021
IGA : An Intent-Guided Authoring AssistantConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Simeng Sun Wenlong Zhao Varun Manjunatha R. Jain Vlad I. Morariu Franck Dernoncourt Balaji Vasan Srinivasan Mohit Iyyer 258 22 0 14 Apr 2021
Ask what's missing and what's useful: Improving Clarification Question Generation using Global KnowledgeNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Bodhisattwa Prasad Majumder Sudha Rao Michel Galley Julian McAuley 135 52 0 14 Apr 2021
NAREOR: The Narrative Reordering ProblemAAAI Conference on Artificial Intelligence (AAAI), 2021 Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 359 27 0 14 Apr 2021
Detoxifying Language Models Risks Marginalizing Minority VoicesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Albert Xu Eshaan Pathak Eric Wallace Suchin Gururangan Maarten Sap Dan Klein 246 136 0 13 Apr 2021
Semantic Frame ForecastNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Huang Chieh-Yang Ting-Hao 'Kenneth' Huang AI4TS 97 5 0 12 Apr 2021
Estimating Subjective Crowd-Evaluations as an Additional Objective to Improve Natural Language Generation Jakob Nyberg R. Manuvinakurike Maike Paetzel-Prüsmann ALM 119 1 0 12 Apr 2021
FUDGE: Controlled Text Generation With Future DiscriminatorsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Kevin Kaichuang Yang Dan Klein 275 385 0 12 Apr 2021
A New Approach to Overgenerating and Scoring Abstractive SummariesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Kaiqiang Song Bingqing Wang Z. Feng Fei Liu 200 18 0 05 Apr 2021
"TL;DR:" Out-of-Context Adversarial Text Summarization and Hashtag Recommendation Peter Jachim Filipo Sharevski Emma Pieroni 116 0 0 01 Apr 2021
WakaVT: A Sequential Variational Transformer for Waka GenerationNeural Processing Letters (NPL), 2021 Yuka Takeishi Mingxuan Niu Jing Luo ZhongYi Jin Xinyu Yang 209 2 0 01 Apr 2021
Changing the Mind of Transformers for Topically-Controllable Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Haw-Shiuan Chang Jiaming Yuan Mohit Iyyer Andrew McCallum 139 9 0 29 Mar 2021
Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning Sonal Garg Sumanth Prabhu Hemant Misra G. Srinivasaraghavan 127 15 0 23 Mar 2021
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control CodesArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2021 Zhiyu Lin Mark O. Riedl 214 31 0 23 Mar 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Dian Yu Zhou Yu Kenji Sagae 230 42 0 20 Mar 2021
Play the Shannon Game With Language Models: A Human-Free Approach to Summary EvaluationAAAI Conference on Artificial Intelligence (AAAI), 2021 Nicholas Egan Oleg V. Vasilyev John Bohannon HILM 167 22 0 19 Mar 2021
ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based TransformerConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Lee-Hsun Hsieh Yang-Yin Lee Ee-Peng Lim 206 3 0 17 Mar 2021
ENTRUST: Argument Reframing with Language Models and EntailmentNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Tuhin Chakrabarty Christopher Hidey Smaranda Muresan 127 13 0 11 Mar 2021
Topical Language Generation using TransformersNatural Language Engineering (NLE), 2021 Rohola Zandie Mohammad H. Mahoor BDL 77 9 0 11 Mar 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context Jiefu Ou Nathaniel Weir Anton Belyy Felix X. Yu Benjamin Van Durme 311 5 0 08 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to DoNature Machine Intelligence (Nat. Mach. Intell.), 2021 P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 277 353 0 08 Mar 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLPTransactions of the Association for Computational Linguistics (TACL), 2021 Timo Schick Sahana Udupa Hinrich Schütze 658 437 0 28 Feb 2021
Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm Laria Reynolds Kyle McDonell 517 1,155 0 15 Feb 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 121 5 0 11 Feb 2021
Towards Personalised and Document-level Machine Translation of DialogueConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 S. Vincent 124 4 0 11 Feb 2021
Generating Synthetic Text Data to Evaluate Causal Inference Methods Zach Wood-Doughty I. Shpitser Mark Dredze SyDa CML 186 12 0 10 Feb 2021
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog David Thulke Nico Daheim Christian Dugast Hermann Ney RALM 180 53 0 09 Feb 2021
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space SearchInternational Conference on Image Processing and Vision Engineering (ICIPVE), 2021 Federico A. Galatolo M. G. Cimino G. Vaglini VLM 328 92 0 02 Feb 2021
Civil Rephrases Of Toxic Texts With Self-Supervised TransformersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 255 52 0 01 Feb 2021