Plug and Play Language Models: A Simple Approach to Controlled Text Generation

4 December 2019

Andrea Madotto

Papers citing "Plug and Play Language Models: A Simple Approach to Controlled Text Generation"

50 / 619 papers shown

Title
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 200 4 0 22 Oct 2022
Varifocal Question Generation for Fact-checking N. Ousidhoum Moy Yuan Andreas Vlachos 48 24 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 81 72 0 22 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 34 41 0 19 Oct 2022
Language Detoxification with Attribute-Discriminative Latent Space Jin Myung Kwak Minseon Kim Sung Ju Hwang 33 12 0 19 Oct 2022
Controllable Fake Document Infilling for Cyber Deception Yibo Hu Yu Lin Eric Parolin Latif Khan Kevin W. Hamlen 40 8 0 18 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation Hanqing Zhang Dawei Song 27 36 0 18 Oct 2022
Mitigating Covertly Unsafe Text within Natural Language Systems Alex Mei Anisha Kabir Sharon Levy Melanie Subbiah Emily Allaway J. Judge D. Patton Bruce Bimber Kathleen McKeown William Yang Wang 53 13 0 17 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 44 309 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 81 86 0 14 Oct 2022
Psychology-guided Controllable Story Generation Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 38 3 0 14 Oct 2022
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 33 6 0 14 Oct 2022
Controlling Bias Exposure for Fair Interpretable Predictions Zexue He Yu Wang Julian McAuley Bodhisattwa Prasad Majumder 27 19 0 14 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 22 2 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 52 107 0 13 Oct 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT Ayush Maheshwari Piyush Sharma Preethi Jyothi Ganesh Ramakrishnan 39 3 0 13 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions Xinpeng Wang Han Jiang Zhihua Wei Shanlin Zhou 29 7 0 11 Oct 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 45 36 0 10 Oct 2022
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang Xiaoyuan Yi Peng Li Yang Liu Xing Xie 38 33 0 10 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 25 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 37 5 0 06 Oct 2022
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models David Wingate M. Shoeybi Taylor Sorensen 32 69 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 115 36 0 06 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 67 252 0 29 Sep 2022
Convergence of score-based generative modeling for general data distributions Holden Lee Jianfeng Lu Yixin Tan DiffM 191 129 0 26 Sep 2022
Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers Ruisi Zhang Seira Hidano F. Koushanfar SILM 79 26 0 21 Sep 2022
Extremely Simple Activation Shaping for Out-of-Distribution Detection Andrija Djurisic Nebojsa Bozanic Arjun Ashok Rosanne Liu OODD 172 152 0 20 Sep 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces Vishwa Shah Aditya Sharma Gautam M. Shroff L. Vig T. Dash A. Srinivasan NAI 35 5 0 19 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 35 1 0 17 Sep 2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang Anusha Balakrishnan Harsh Jhamtani Jonathan Bufe J. Crawford Jayant Krishnamurthy Adam Pauls J. Eisner Jacob Andreas Dan Klein 32 5 0 16 Sep 2022
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Xiaofeng Wang Wei Lu Xiaozhong Liu AAML 56 41 0 14 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 26 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 226 1,320 0 02 Sep 2022
JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents Kai Zheng KAI-QING Zhou Jing Gu Yue Fan Jialu Wang Zong-xiao Li Xuehai He Junfeng Fang LM&Ro 33 39 0 28 Aug 2022
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model Yixiao Zhang Junyan Jiang Gus Xia S. Dixon 33 9 0 24 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 42 3 0 11 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 41 144 0 05 Aug 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 58 82 0 02 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 39 32 0 01 Aug 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel Yoav Shalev Roy Nadler Idan Schwartz Lior Wolf 37 27 0 22 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Outcome-Guided Counterfactuals for Reinforcement Learning Agents from a Jointly Trained Generative Latent Space Eric Yeh Pedro Sequeira Jesse Hostetler Melinda Gervasio OOD CML BDL OffRL 25 2 0 15 Jul 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 26 1 0 07 Jul 2022
Flexible text generation for counterfactual fairness probing Zee Fryer Vera Axelrod Ben Packer Alex Beutel Jilin Chen Kellie Webster 26 19 0 28 Jun 2022
Plug and Play Counterfactual Text Generation for Model Robustness Nishtha Madaan Srikanta J. Bedathur Diptikalyan Saha 31 4 0 21 Jun 2022
Automatic Controllable Product Copywriting for E-Commerce Xiaojie Guo Qingkai Zeng Meng Jiang Yun Xiao Bo Long Lingfei Wu 21 10 0 21 Jun 2022
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models Maribeth Rauh John F. J. Mellor J. Uesato Po-Sen Huang Johannes Welbl ... Amelia Glaese G. Irving Iason Gabriel William S. Isaac Lisa Anne Hendricks 38 49 0 16 Jun 2022
DIRECTOR: Generator-Classifiers For Supervised Language Modeling Kushal Arora Kurt Shuster Sainbayar Sukhbaatar Jason Weston VLM 32 40 0 15 Jun 2022
Convergence for score-based generative modeling with polynomial complexity Holden Lee Jianfeng Lu Yixin Tan DiffM 24 127 0 13 Jun 2022