Language modeling with Neural trans-dimensional random fields

v1v2v3 (latest)

Language modeling with Neural trans-dimensional random fields

23 July 2017

Zhijian Ou

ArXiv (abs)PDF HTML

Papers citing "Language modeling with Neural trans-dimensional random fields"

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 131 0 0 31 May 2025
Joint-stochastic-approximation Random Fields with Application to Semi-supervised Learning Yunfu Song Zhijian Ou 152 0 0 24 May 2025
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech RecognitionInterspeech (Interspeech), 2023 Hong Liu Z. Lv Zhijian Ou Wenbo Zhao Qing Xiao 135 1 0 22 May 2023
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 244 52 0 04 Jun 2021
An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training Yunfu Song Huahuan Zheng Zhijian Ou 92 0 0 25 Oct 2020
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMCInternational Conference on Learning Representations (ICLR), 2020 Erik Nijkamp Ruiqi Gao Pavel Sountsov Srinivas Vasudevan Bo Pang Song-Chun Zhu Ying Nian Wu BDL 148 24 0 12 Jun 2020
Residual Energy-Based Models for Text Generation Yuntian Deng A. Bakhtin Myle Ott Arthur Szlam MarcÁurelio Ranzato 206 143 0 22 Apr 2020
Residual Energy-Based Models for Text A. Bakhtin Yuntian Deng Sam Gross Myle Ott MarcÁurelio Ranzato Arthur Szlam 147 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 115 2 0 14 Feb 2020
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 209 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 99 15 0 03 Jul 2018
Generative Modeling by Inclusive Neural Random Fields with Applications in Image Generation and Anomaly Detection Yunfu Song Zhijian Ou DiffM 334 31 0 01 Jun 2018
Learning neural trans-dimensional random field language models with noise-contrastive estimationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Bin Wang Zhijian Ou 102 19 0 30 Oct 2017