Learning neural trans-dimensional random field language models with
noise-contrastive estimation

Learning neural trans-dimensional random field language models with noise-contrastive estimation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017

30 October 2017

Zhijian Ou

ArXiv (abs)PDF HTML

Papers citing "Learning neural trans-dimensional random field language models with noise-contrastive estimation"

13 / 13 papers shown

Title
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yucheng Cai Ke Li Y. Huang Junlan Feng Zhijian Ou 119 0 0 31 May 2025
RankGen: Improving Text Generation with Large Ranking ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 191 75 0 19 May 2022
Adversarial Stein Training for Graph Energy Models Shiv Shankar BDL 98 0 0 30 Aug 2021
Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--HastingsInternational Conference on Learning Representations (ICLR), 2021 Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 225 52 0 04 Jun 2021
Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation Heewoong Park Sukhyun Cho Jonghun Park 47 0 0 14 Mar 2021
Pre-Training Transformers as Energy-Based Cloze ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning 105 84 0 15 Dec 2020
An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training Yunfu Song Huahuan Zheng Zhijian Ou 72 0 0 25 Oct 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 132 9 0 04 Jun 2020
Residual Energy-Based Models for Text Generation Yuntian Deng A. Bakhtin Myle Ott Arthur Szlam MarcÁurelio Ranzato 166 142 0 22 Apr 2020
Residual Energy-Based Models for Text A. Bakhtin Yuntian Deng Sam Gross Myle Ott MarcÁurelio Ranzato Arthur Szlam 123 13 0 06 Apr 2020
Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Silin Gao Zhijian Ou Wei Yang Huifang Xu 67 2 0 14 Feb 2020
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 193 15 0 05 Aug 2018
Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimationSpoken Language Technology Workshop (SLT), 2018 Bin Wang Zhijian Ou 79 15 0 03 Jul 2018

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.