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

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

23 February 2022

Daniel Khashabi

Yejin Choi

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

12 / 112 papers shown

Title
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 26 35 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 39 32 0 01 Aug 2022
Enhanced gradient-based MCMC in discrete spaces Benjamin Rhodes Michael U. Gutmann 32 15 0 29 Jul 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 23 1 0 07 Jul 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 779 0 27 May 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models Sean Welleck Jiacheng Liu Ximing Lu Hannaneh Hajishirzi Yejin Choi AIMat LRM 32 66 0 25 May 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 30 53 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 P. Xing Zhiting Hu 27 322 0 25 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 24 68 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 52 214 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 26 75 0 15 Dec 2021
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,267 0 09 Jun 2012