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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
Template Guided Text Generation for Task-Oriented Dialogue Mihir Kale Abhinav Rastogi 221 12 0 30 Apr 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 125 164 0 30 Apr 2020
You are right. I am ALARMED -- But by Climate Change Counter Movement Shraey Bhatia Jey Han Lau Timothy Baldwin AI4CE 100 7 0 30 Apr 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 189 105 0 30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 122 51 0 30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks Tasnim Mohiuddin Prathyusha Jwalapuram Xiang Lin Shafiq Joty OffRL 146 7 0 30 Apr 2020
Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Daniel Kang Tatsunori Hashimoto 252 102 0 30 Apr 2020
Conditional Neural Generation using Sub-Aspect Functions for Extractive News SummarizationFindings (Findings), 2020 Zhengyuan Liu Ke Shi Nancy F. Chen 201 8 0 29 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 243 60 0 28 Apr 2020
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 485 1,078 0 28 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 463 396 0 21 Apr 2020
Keyphrase Generation with Cross-Document Attention Shizhe Diao Yan Song Tong Zhang 163 8 0 21 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Eric Michael Smith Mary Williamson Kurt Shuster Jason Weston Y-Lan Boureau 191 234 0 17 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 327 337 0 15 Apr 2020
Reverse Engineering Configurations of Neural Text Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yi Tay Dara Bahri Che Zheng Clifford Brunk Donald Metzler Andrew Tomkins DeLMO 132 34 0 13 Apr 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 220 53 0 12 Apr 2020
Residual Energy-Based Models for Text A. Bakhtin Yuntian Deng Sam Gross Myle Ott MarcÁurelio Ranzato Arthur Szlam 195 13 0 06 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 365 193 0 05 Apr 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 133 14 0 26 Mar 2020
Pre-trained Models for Natural Language Processing: A SurveyScience China Technological Sciences (Sci China Technol Sci), 2020 Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 965 1,609 0 18 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 433 169 0 16 Mar 2020
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead PersonalizationThe Web Conference (WWW), 2020 Bingqing Yu Jacopo Tagliabue C. Greco Federico Bianchi 230 10 0 11 Mar 2020
ProGen: Language Modeling for Protein GenerationbioRxiv (bioRxiv), 2020 Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 207 315 0 08 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial Transformers Kuo-Hao Zeng Mohammad Shoeybi Ming-Yuan Liu GAN 148 19 0 02 Mar 2020
Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene GraphsComputer Vision and Pattern Recognition (CVPR), 2020 Shizhe Chen Qin Jin Peng Wang Qi Wu DiffM 290 238 0 01 Mar 2020
Few-shot Natural Language Generation for Task-Oriented DialogFindings (Findings), 2020 Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 204 206 0 27 Feb 2020
On Feature Normalization and Data AugmentationComputer Vision and Pattern Recognition (CVPR), 2020 Boyi Li Felix Wu Ser-Nam Lim Serge J. Belongie Kilian Q. Weinberger 205 154 0 25 Feb 2020
Training Question Answering Models From Synthetic DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 151 168 0 22 Feb 2020
CBAG: Conditional Biomedical Abstract GenerationPLoS ONE (PLOS ONE), 2020 Justin Sybrandt Ilya Safro MedIm AI4CE 117 10 0 13 Feb 2020
The Rumour Mill: Making the Spread of Misinformation Explicit and Tangible Nanna Inie Jeanette Falk Olesen Leon Derczynski DeLMO 150 7 0 11 Feb 2020
Limits of Detecting Text Generated by Large-Scale Language ModelsInformation Theory and Applications Workshop (ITA), 2020 Lav Varshney N. Keskar R. Socher DeLMO 148 22 0 09 Feb 2020
Blank Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 T. Shen Victor Quach Regina Barzilay Tommi Jaakkola 453 75 0 08 Feb 2020
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions Yu-Siang Huang Yi-Hsuan Yang ViT 195 39 0 01 Feb 2020
Bringing Stories Alive: Generating Interactive Fiction WorldsArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2020 Prithviraj Ammanabrolu W. Cheung Dan Tu William Broniec Mark O. Riedl 210 53 0 28 Jan 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 500 991 0 27 Jan 2020
Reducing Non-Normative Text Generation from Language Models Xiangyu Peng Siyan Li Spencer Frazier Mark O. Riedl 186 8 0 23 Jan 2020
Multilingual Denoising Pre-training for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL), 2020 Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 588 1,963 0 22 Jan 2020
PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata Jieh-Sheng Lee J. Hsiang 126 10 0 11 Jan 2020
Mining Disinformation and Fake News: Concepts, Methods, and Recent AdvancementsLecture Notes in Social Networks (LNSN), 2020 Kai Shu Suhang Wang Dongwon Lee Huan Liu 120 95 0 02 Jan 2020
The Offense-Defense Balance of Scientific Knowledge: Does Publishing AI Research Reduce Misuse?AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2019 Toby Shevlane Allan Dafoe 118 32 0 27 Dec 2019
Personalized Patent Claim Generation and Measurement Jieh-Sheng Lee 166 4 0 07 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text GenerationInternational Conference on Learning Representations (ICLR), 2019 Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 383 1,079 0 04 Dec 2019
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer Manish Chablani A. Kannan Namit Katariya X. Amatriain BDL MedIm 93 0 0 16 Nov 2019
Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau 224 11 0 10 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang Yizhe Zhang Oussama Elachqar Yu Cheng 227 1 0 10 Nov 2019
Social Bias Frames: Reasoning about Social and Power Implications of LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Maarten Sap Saadia Gabriel Lianhui Qin Dan Jurafsky Noah A. Smith Yejin Choi 333 555 0 10 Nov 2019
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yu Duan Canwen Xu Jiaxin Pei Jialong Han Chenliang Li 482 45 0 10 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 230 84 0 09 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated TextFindings (Findings), 2019 Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 449 56 0 09 Nov 2019
Emergent Properties of Finetuned Language Representation Models Alexandre Matton Luke de Oliveira SSL 94 2 0 23 Oct 2019