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 / 175 papers shown

Title
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 24 33 0 09 Oct 2023
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 29 1 0 28 Sep 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 16 23 0 26 Sep 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 24 2 0 17 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 31 1 0 15 Aug 2023
Development and Evaluation of Three Chatbots for Postpartum Mood and Anxiety Disorders X. Yao M. Mikhelson S. C. Watkins Eunsol Choi Edison Thomaz K. D. Barbaro AI4MH 28 1 0 14 Aug 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 42 32 0 17 Jul 2023
Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts Mounica Maddela Megan Ung Jing Xu Andrea Madotto H. Foran Y-Lan Boureau LRM 24 21 0 06 Jul 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training Zeqiu Wu Yushi Hu Weijia Shi Nouha Dziri Alane Suhr Prithviraj Ammanabrolu Noah A. Smith Mari Ostendorf Hannaneh Hajishirzi ALM 25 303 0 02 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 39 14 0 01 Jun 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 21 5 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 24 8 0 31 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Zhao Cao Maosong Sun KELM 22 5 0 28 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 21 0 0 24 May 2023
Controlling Pre-trained Language Models for Grade-Specific Text Simplification Sweta Agrawal Marine Carpuat 19 14 0 24 May 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation Rishabh Gupta Shaily Desai Manvi Goel Anil Bandhakavi Tanmoy Chakraborty Md. Shad Akhtar 10 21 0 23 May 2023
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation Javier García Gilabert Carlos Escolano Marta R. Costa-jussá CLL MU 19 2 0 19 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 14 2 0 15 May 2023
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise Jiaao Chen Aston Zhang Mu Li Alexander J. Smola Diyi Yang DiffM 24 17 0 10 Apr 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 69 51 0 27 Mar 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 19 16 0 17 Feb 2023
Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation Yiren Liu H. Kilicoglu 14 7 0 02 Feb 2023
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 24 10 0 25 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 24 7 0 05 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 90 34 0 01 Jan 2023
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 18 19 0 20 Dec 2022
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation Yuxi Feng Xiaoyuan Yi Xiting Wang L. Lakshmanan Xing Xie DiffM 27 5 0 16 Dec 2022
Controllable Text Generation via Probability Density Estimation in the Latent Space Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Weihong Zhong Bing Qin 19 18 0 16 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 10 53 0 03 Dec 2022
Probing for Incremental Parse States in Autoregressive Language Models Tiwalayo Eisape Vineet Gangireddy R. Levy Yoon Kim 22 11 0 17 Nov 2022
Controllable Citation Sentence Generation with Language Models Nianlong Gu Richard H. R. Hahnloser 25 2 0 14 Nov 2022
The CRINGE Loss: Learning what language not to model Leonard Adolphs Tianyu Gao Jing Xu Kurt Shuster Sainbayar Sukhbaatar Jason Weston MU 23 34 0 10 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek F. Abdelzaher Jiawei Han VLM 41 46 0 06 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 30 79 0 31 Oct 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation Severino Trotta Lucie Flek Charles F Welch 10 4 0 27 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 22 40 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
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 24 6 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 45 13 0 17 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 28 6 0 14 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 25 107 0 13 Oct 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT Ayush Maheshwari Piyush Sharma P. Jyothi Ganesh Ramakrishnan 31 2 0 13 Oct 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 40 36 0 10 Oct 2022
Extremely Simple Activation Shaping for Out-of-Distribution Detection Andrija Djurisic Nebojsa Bozanic Arjun Ashok Rosanne Liu OODD 158 150 0 20 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
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model Yixiao Zhang Junyan Jiang Gus Xia S. Dixon 25 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 34 3 0 11 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 Gökhan Tür Premkumar Natarajan 39 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 28 32 0 01 Aug 2022