COLD Decoding: Energy-based Constrained Text Generation with Langevin
Dynamics

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COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics

23 February 2022

Daniel Khashabi

Yejin Choi

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Papers citing "COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics"

14 / 114 papers shown

Title
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 67 3 0 14 Oct 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 204 26 0 10 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 176 37 0 06 Oct 2022
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction Zhaoyun Jiang Jiaqi Guo Shizhao Sun Huayu Deng Zhongkai Wu V. Mijović Z. Yang Jian-Guang Lou Dongmei Zhang 97 39 0 17 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 99 33 0 01 Aug 2022
Enhanced gradient-based MCMC in discrete spaces Benjamin Rhodes Michael U. Gutmann 77 17 0 29 Jul 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 52 1 0 07 Jul 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 252 838 0 27 May 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models Sean Welleck Jiacheng Liu Ximing Lu Hannaneh Hajishirzi Yejin Choi AIMat LRM 90 73 0 25 May 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 99 57 0 25 May 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric Xing Zhiting Hu 97 345 0 25 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 79 69 0 19 May 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 141 230 0 14 Jan 2022
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts Daniel Khashabi Xinxi Lyu Sewon Min Lianhui Qin Kyle Richardson ... Hannaneh Hajishirzi Tushar Khot Ashish Sabharwal Sameer Singh Yejin Choi 114 75 0 15 Dec 2021