CTRL: A Conditional Transformer Language Model for Controllable Generation

11 September 2019

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

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Title
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation Shulin Huang Shirong Ma Yinghui Li Y. Li Shiyang Lin Haitao Zheng Ying Shen 33 4 0 29 Oct 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati 21 0 0 28 Oct 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation Severino Trotta Lucie Flek Charles F Welch 16 4 0 27 Oct 2022
One-Shot Acoustic Matching Of Audio Signals -- Learning to Hear Music In Any Room/ Concert Hall Prateek Verma C. Chafe J. Berger 14 1 0 27 Oct 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 33 11 0 26 Oct 2022
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 36 79 0 25 Oct 2022
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG Han Meng Xiaosong He Zexing Chen F. Zhou 32 0 0 25 Oct 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 36 10 0 24 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 43 70 0 23 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 134 4 0 22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 73 70 0 22 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 30 11 0 21 Oct 2022
CONSISTENT: Open-Ended Question Generation From News Articles Tuhin Chakrabarty Justin Lewis Smaranda Muresan 20 7 0 20 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 24 40 0 19 Oct 2022
Language Detoxification with Attribute-Discriminative Latent Space Jin Myung Kwak Minseon Kim Sung Ju Hwang 19 12 0 19 Oct 2022
Controllable Fake Document Infilling for Cyber Deception Yibo Hu Yu Lin Eric Parolin Latif Khan Kevin W. Hamlen 22 8 0 18 Oct 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation Hanqing Zhang Dawei Song 27 36 0 18 Oct 2022
Adversarial and Safely Scaled Question Generation Sreehari Sankar Zhihang Dong 8 0 0 17 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 66 85 0 14 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 18 2 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 27 107 0 13 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 16 46 0 13 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions Xinpeng Wang Han Jiang Zhihua Wei Shanlin Zhou 16 7 0 11 Oct 2022
PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation Haoqin Tu Zhongliang Yang Jinshuai Yang Siyu Zhang Yong Huang 15 7 0 07 Oct 2022
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai Reid Pryzant Victor Ye Dong Konstantin Golobokov Chenguang Zhu Yi Liu 29 5 0 06 Oct 2022
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models David Wingate M. Shoeybi Taylor Sorensen 18 66 0 06 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 112 36 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 14 159 0 06 Oct 2022
Multi-objective Deep Data Generation with Correlated Property Control Shiyu Wang Xiaojie Guo Xuanyang Lin Bo Pan Yuanqi Du ... S. Alkhalifa K. Minbiole Bill Wuest Amarda Shehu Liang Zhao AI4CE 49 14 0 01 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 60 250 0 29 Sep 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Zhen Wan Fei Cheng Sadao Kurohashi AIMat 29 5 0 21 Sep 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim 37 1 0 15 Sep 2022
Harnessing Abstractive Summarization for Fact-Checked Claim Detection Varad Bhatnagar Diptesh Kanojia Kameswari Chebrolu HILM 25 8 0 10 Sep 2022
Applying Transformer-based Text Summarization for Keyphrase Generation Anna Glazkova Dmitry A. Morozov 27 15 0 08 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 19 8 0 04 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,300 0 02 Sep 2022
PEER: A Collaborative Language Model Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Edouard Grave Sebastian Riedel ALM 44 93 0 24 Aug 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 51 50 0 24 Aug 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 13 8 0 23 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 34 3 0 11 Aug 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 32 15 0 08 Aug 2022
DeepGen: Diverse Search Ad Generation and Real-Time Customization Konstantin Golobokov Junyi Chai Victor Ye Dong Mandy Gu Bingyu Chi Jie Cao Yulan Yan Yi Liu 23 7 0 06 Aug 2022
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models Margaret Li Suchin Gururangan Tim Dettmers M. Lewis Tim Althoff Noah A. Smith Luke Zettlemoyer MoMe 26 142 0 05 Aug 2022
Composable Text Controls in Latent Space with ODEs Guangyi Liu Zeyu Feng Yuan Gao Zichao Yang Xiaodan Liang Junwei Bao Xiaodong He Shuguang Cui Zhen Li Zhiting Hu AI4CE DiffM 31 32 0 01 Aug 2022
ELF22: A Context-based Counter Trolling Dataset to Combat Internet Trolls Huije Lee Young Ju Na Hoyun Song Jisu Shin Jong C. Park 18 7 0 30 Jul 2022
Efficient Training of Language Models to Fill in the Middle Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman C. McLeavey Jerry Tworek Mark Chen 4 178 0 28 Jul 2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent Ethan A. Chi Ashwin Paranjape A. See Caleb Chiam Trenton Chang ... Dilara Soylu Jillian Tang A. Narayan Giovanni Campagna Christopher D. Manning 37 7 0 25 Jul 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel Yoav Shalev Roy Nadler Idan Schwartz Lior Wolf 29 28 0 22 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 29 28 0 19 Jul 2022