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posterior regularization

26 papers

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Also known as

POSREG PR

Co-occurring keywords

latent variable model (564) variational inference (2069) semi-supervised learning (2341) generative model (2892) support vector machine (978) language model (4599) deep generative model (143) cross-lingual parsing (46) dependency grammar (11) lagrangian relaxation (18)

Papers

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
Controllable Text Generation with Neurally-Decomposed Oracle NIPS 2022
Constraining word alignments with posterior regularization for label transfer NAACL 2022
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization EACL 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021
Learning from Executions for Semantic Parsing NAACL 2021
Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020
Multi-objects Generation with Amortized Structural Regularization NIPS 2019
Dependency Grammar Induction with a Neural Variational Transition-Based Parser AAAI 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing IJCNLP 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019
Unlocking Fairness: a Trade-off Revisited NIPS 2019
Unsupervised Neural Machine Translation with SMT as Posterior Regularization AAAI 2019
Deep Generative Models with Learnable Knowledge Constraints NIPS 2018
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ACL 2017
Kernel Bayesian Inference with Posterior Regularization NIPS 2016
Latent Bayesian melding for integrating individual and population models NIPS 2015
Entropic Graph-based Posterior Regularization ICML 2015
Estimating Latent-Variable Graphical Models using Moments and Likelihoods ICML 2014
High Order Regularization for Semi-Supervised Learning of Structured Output Problems ICML 2014
Bayesian Inference with Posterior Regularization and Applications to Infinite Latent SVMs JMLR 2014
An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation ICML 2013
Posterior Sparsity in Unsupervised Dependency Parsing JMLR 2011
Infinite Latent SVM for Classification and Multi-task Learning NIPS 2011