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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
How Well Do You Know Your Audience? Toward Socially-aware Question Generation Ian Stewart Amélie Reymond 141 2 0 16 Oct 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 175 0 0 16 Oct 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 239 34 0 15 Oct 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 249 189 0 14 Oct 2021
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai James Henderson 119 3 0 13 Oct 2021
MELONS: generating melody with long-term structure using transformers and structure graphIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yi Zou Pei Zou Yi Zhao Kai Zhang Ran Zhang Xiaorui Wang MGen 262 43 0 11 Oct 2021
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 218 15 0 08 Oct 2021
8-bit Optimizers via Block-wise Quantization Tim Dettmers M. Lewis Sam Shleifer Luke Zettlemoyer MQ 328 377 0 06 Oct 2021
Self-conditioning pre-trained language models Xavier Suau Luca Zappella N. Apostoloff 213 14 0 30 Sep 2021
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding Antoine Chaffin Vincent Claveau Ewa Kijak 162 45 0 28 Sep 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 238 154 0 27 Sep 2021
Parallel Refinements for Lexically Constrained Text Generation with BARTConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Xingwei He 131 51 0 26 Sep 2021
Style Control for Schema-Guided Natural Language Generation Alicia Y. Tsai Shereen Oraby Vittorio Perera Jiun-Yu Kao Yuheng Du Anjali Narayan-Chen Tagyoung Chung Dilek Z. Hakkani-Tür 211 12 0 24 Sep 2021
A Plug-and-Play Method for Controlled Text Generation Damian Pascual Béni Egressy Clara Meister Robert Bamler Roger Wattenhofer 221 101 0 20 Sep 2021
Efficient Attribute Injection for Pretrained Language Models Reinald Kim Amplayo Kang Min Yoo Sang-Woo Lee 106 0 0 16 Sep 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 157 9 0 14 Sep 2021
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward Zhe Hu Zhiwei Cao Hou Pong Chan Jiachen Liu Xinyan Xiao Jinsong Su Hua Wu 211 12 0 14 Sep 2021
Artificial Text Detection via Examining the Topology of Attention MapsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 192 56 0 10 Sep 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 487 128 0 10 Sep 2021
Math Word Problem Generation with Mathematical Consistency and Problem Context ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zichao Wang Andrew Lan Richard G. Baraniuk 158 60 0 09 Sep 2021
Multimodal Conditionality for Natural Language Generation Michael Sollami Aashish Jain 95 10 0 02 Sep 2021
C5T5: Controllable Generation of Organic Molecules with Transformers D. Rothchild Alex Tamkin Julie H. Yu Ujval Misra Joseph E. Gonzalez 190 32 0 23 Aug 2021
Regularizing Transformers With Deep Probabilistic LayersNeural Networks (NN), 2021 Aurora Cobo Aguilera Pablo M. Olmos Antonio Artés-Rodríguez Fernando Pérez-Cruz 141 12 0 23 Aug 2021
Language Model Augmented Relevance Score Ruibo Liu Jason W. Wei Soroush Vosoughi 119 11 0 19 Aug 2021
Modulating Language Models with Emotions Ruibo Liu Jason W. Wei Chenyan Jia Soroush Vosoughi 117 27 0 17 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language ModelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 306 159 0 11 Aug 2021
Language Model Evaluation in Open-ended Text Generation An Nguyen 203 3 0 08 Aug 2021
Controllable Summarization with Constrained Markov Decision ProcessTransactions of the Association for Computational Linguistics (TACL), 2021 Hou Pong Chan Lu Wang Irwin King 357 24 0 07 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 187 87 0 04 Aug 2021
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation Hsiao-Tzu Hung Joann Ching Seungheon Doh Nabin Kim Juhan Nam Yi-Hsuan Yang 175 126 0 03 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 240 35 0 02 Aug 2021
Towards Universality in Multilingual Text Rewriting Xavier Garcia Noah Constant Mandy Guo Orhan Firat LRM 155 11 0 30 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing Surveys (CSUR), 2021 Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 733 4,755 0 28 Jul 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text GenerationNeural Information Processing Systems (NeurIPS), 2021 Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 138 10 0 27 Jul 2021
Generative Models for Security: Attacks, Defenses, and Opportunities L. A. Bauer Vincent Bindschaedler 181 5 0 21 Jul 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 155 2 0 21 Jul 2021
Wordcraft: a Human-AI Collaborative Editor for Story Writing Andy Coenen Luke Davis Daphne Ippolito Emily Reif Ann Yuan LLMAG 185 83 0 15 Jul 2021
Tailor: Generating and Perturbing Text with Semantic ControlsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 303 83 0 15 Jul 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 308 111 0 14 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 258 115 0 07 Jul 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 1.1K 7,485 0 07 Jul 2021
Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan Ali Madani Ben Krause Nikhil Naik 208 29 0 07 Jul 2021
A Generative Model for Raw Audio Using Transformer ArchitecturesInternational Conference on Digital Audio Effects (DAFx), 2021 Prateek Verma C. Chafe 226 35 0 30 Jun 2021
Domain Conditional Predictors for Domain Adaptation João Monteiro Xavier Gibert Jianqiao Feng Vincent Dumoulin Dar-Shyang Lee OOD TTA AI4CE 114 5 0 25 Jun 2021
Multi-Pair Text Style Transfer on Unbalanced Data Xing Han J. Lundin 111 0 0 20 Jun 2021
DocNLI: A Large-scale Dataset for Document-level Natural Language InferenceFindings (Findings), 2021 Wenpeng Yin Dragomir R. Radev Caiming Xiong HILM 204 103 0 17 Jun 2021
Cascaded Span Extraction and Response Generation for Document-Grounded DialogWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2021 Nico Daheim David Thulke Christian Dugast Hermann Ney 127 13 0 14 Jun 2021
Toward Diverse Precondition Generation Heeyoung Kwon Nathanael Chambers Niranjan Balasubramanian 142 3 0 14 Jun 2021
Zero-Shot Controlled Generation with Encoder-Decoder Transformers Devamanyu Hazarika Mahdi Namazifar Dilek Z. Hakkani-Tür AI4CE 272 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 333 245 0 08 Jun 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"