Global Autoregressive Models for Data-Efficient Sequence Learning

16 September 2019

Papers citing "Global Autoregressive Models for Data-Efficient Sequence Learning"

16 / 16 papers shown

Title
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick 121 4 0 07 Dec 2023
Learning Globally Optimized Language Structure via Adversarial Training Xuwang Yin 29 0 0 12 Nov 2023
Language Model Decoding as Direct Metrics Optimization Haozhe Ji Pei Ke Hongning Wang Minlie Huang 24 7 0 02 Oct 2023
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition Hong Liu Z. Lv Zhijian Ou Wenbo Zhao Qing Xiao 24 0 0 22 May 2023
disco: a toolkit for Distributional Control of Generative Models Germán Kruszewski Jos Rozen Marc Dymetman 29 4 0 08 Mar 2023
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 27 51 0 01 Jun 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 24 68 0 19 May 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 58 144 0 23 Feb 2022
Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs B. Eikema Germán Kruszewski Hady ElSahar Marc Dymetman 23 3 0 10 Dec 2021
Controlling Conditional Language Models without Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL AI4CE 23 33 0 01 Dec 2021
Energy-Based Models for Code Generation under Compilability Constraints Tomasz Korbak Hady ElSahar Marc Dymetman Germán Kruszewski 35 13 0 09 Jun 2021
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 31 117 0 21 Dec 2020
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models Sumanta Bhattacharyya Pedram Rooshenas Subhajit Naskar Simeng Sun Mohit Iyyer Andrew McCallum 37 58 0 20 Sep 2020
Residual Energy-Based Models for Text Generation Yuntian Deng A. Bakhtin Myle Ott Arthur Szlam MarcÁurelio Ranzato 22 126 0 22 Apr 2020
Residual Energy-Based Models for Text A. Bakhtin Yuntian Deng Sam Gross Myle Ott MarcÁurelio Ranzato Arthur Szlam 29 13 0 06 Apr 2020
Distributional Reinforcement Learning for Energy-Based Sequential Models Tetiana Parshakova J. Andreoli Marc Dymetman 24 21 0 18 Dec 2019