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
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 37 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 24 24 0 26 Sep 2023
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Marialena Bevilacqua Kezia Oketch Ruiyang Qin Will Stamey Xinyuan Zhang Yi Gan Kai Yang A. Abbasi DeLMO 36 11 0 25 Sep 2023
Is it Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models Asma Farajidizaji Vatsal Raina Mark Gales 40 1 0 22 Sep 2023
Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling Junzhe Jiang Shang Qu Mingyue Cheng Qi Liu Zhiding Liu ... Rujiao Zhang Kai Zhang Rui Li Jiatong Li Min Gao KELM 35 8 0 19 Sep 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 16 3 0 15 Sep 2023
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review Pengzhou Cheng Zongru Wu Wei Du Haodong Zhao Wei Lu Gongshen Liu SILM AAML 37 18 0 12 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 40 11 0 11 Sep 2023
Zero-Shot Audio Captioning via Audibility Guidance Tal Shaharabany Ariel Shaulov Lior Wolf 28 4 0 07 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 40 498 0 02 Sep 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 26 13 0 29 Aug 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 31 3 0 26 Aug 2023
Artificial Intelligence for Web 3.0: A Comprehensive Survey Meng Shen Zhehui Tan Dusit Niyato Yuzhi Liu Jiawen Kang Zehui Xiong Liehuang Zhu Wei Wang Xuemin X. Shen 31 13 0 17 Aug 2023
Text-Only Training for Visual Storytelling Yuechen Wang Wen-gang Zhou Zhenbo Lu Houqiang Li DiffM 28 2 0 17 Aug 2023
Teach LLMs to Personalize -- An Approach inspired by Writing Education Cheng Li Mingyang Zhang Qiaozhu Mei Yaqing Wang Spurthi Amba Hombaiah Yi Liang Michael Bendersky AI4Ed 45 33 0 15 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 39 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 33 1 0 14 Aug 2023
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning Chengzhengxu Li Xiaoming Liu Yichen Wang Duyi Li Y. Lan Chao Shen 40 5 0 14 Aug 2023
Storyfier: Exploring Vocabulary Learning Support with Text Generation Models Zhenhui Peng Xingbo Wang Qiushi Han Junkai Zhu Xiaojuan Ma Huamin Qu 10 22 0 07 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 49 201 0 06 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 39 3 0 31 Jul 2023
An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing Le Peng Gaoxiang Luo Sicheng Zhou Jiandong Chen Rui Zhang Zi-Cheng Xu Ju Sun 30 3 0 20 Jul 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik R. Narasimhan 47 32 0 17 Jul 2023
SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning Kiana Kheiri Hamid Karimi 30 75 0 16 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 50 1 0 12 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 27 7 0 08 Jul 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation Jonathan Pei Kevin Kaichuang Yang Dan Klein 43 21 0 06 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 36 21 0 06 Jul 2023
Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews J. Echterhoff An Yan Julian McAuley 29 0 0 05 Jul 2023
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder Yueen Ma Dafeng Chi Jingjing Li Kai Song Yuzheng Zhuang Irwin King DRL 19 0 0 03 Jul 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 35 47 0 30 Jun 2023
ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles Haoqin Tu Bowen Yang Xianfeng Zhao 29 6 0 29 Jun 2023
Next Steps for Human-Centered Generative AI: A Technical Perspective Xiang Ánthony' Chen Jeff Burke Andrea Colaço Matthew K. Hong Jennifer Jacobs ... Dingzeyu Li Nanyun Peng Karl D. D. Willis Chien-Sheng Wu Bolei Zhou LLMAG 32 33 0 27 Jun 2023
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models Sidi Lu Wenbo Zhao Chenyang Tao Arpit Gupta Shan Wu Tagyoung Chung Nanyun Peng 27 1 0 20 Jun 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng Xiaoyuan Yi L. Lakshmanan Xing Xie 27 1 0 17 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Wu Weiran Xu 40 3 0 17 Jun 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Dongqi Pu Vera Demberg DeLMO 34 65 0 13 Jun 2023
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning Chujie Zheng Pei Ke Zheng Zhang Minlie Huang BDL 23 31 0 06 Jun 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li Oam Patel Fernanda Viégas Hanspeter Pfister Martin Wattenberg KELM HILM 58 495 0 06 Jun 2023
Information Flow Control in Machine Learning through Modular Model Architecture Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa Udit Gupta Wenjie Xiong Kiwan Maeng Hsien-Hsin S. Lee G. E. Suh 21 6 0 05 Jun 2023
Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs Alexander K. Lew Tan Zhi-Xuan Gabriel Grand Vikash K. Mansinghka LLMSV LRM 65 35 0 05 Jun 2023
Adaptive and Personalized Exercise Generation for Online Language Learning Peng Cui Mrinmaya Sachan AI4Ed 18 21 0 04 Jun 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 53 305 0 02 Jun 2023
EEL: Efficiently Encoding Lattices for Reranking Prasann Singhal Jiacheng Xu Xi Ye Greg Durrett 27 3 0 01 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew S. Lan LRM 22 17 0 01 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 47 14 0 01 Jun 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 29 5 0 01 Jun 2023
Focused Prefix Tuning for Controllable Text Generation Congda Ma Tianyu Zhao Makoto Shing Kei Sawada Manabu Okumura 37 8 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 38 8 0 31 May 2023
Protein Design with Guided Discrete Diffusion Nate Gruver Samuel Stanton Nathan C. Frey Tim G. J. Rudner I. Hotzel J. Lafrance-Vanasse A. Rajpal Kyunghyun Cho A. Wilson DiffM 44 103 0 31 May 2023