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latent variable

541 papers

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Co-occurring keywords

variational autoencoder (1288) variational inference (2069) latent variable model (564) generative model (2892) graphical model (864) causal inference (1630) causal discovery (460) representation learning (6206) unsupervised learning (3264) dialogue generation (454)

Papers

Variational Noise-Contrastive Estimation AISTATS 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
Hierarchy Response Learning for Neural Conversation Generation IJCNLP 2019
Latent-Variable Generative Models for Data-Efficient Text Classification IJCNLP 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs IJCNLP 2019
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation IJCNLP 2019
Global Convergence of the EM Algorithm for Mixtures of Two Component Linear Regression COLT 2019
High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference AISTATS 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019
Importance Weighted Hierarchical Variational Inference NIPS 2019
Better Exploiting Latent Variables in Text Modeling ACL 2019
Generalization in Generation: A closer look at Exposure Bias EMNLP 2019
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation EMNLP 2019
Variational Structured Semantic Inference for Diverse Image Captioning NIPS 2019
An Algorithm to Learn Polytree Networks with Hidden Nodes NIPS 2019
Re-examination of the Role of Latent Variables in Sequence Modeling NIPS 2019
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NIPS 2019
Multiple Futures Prediction NIPS 2019
A probabilistic population code based on neural samples NIPS 2018
Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018
Variational Knowledge Graph Reasoning NAACL 2018
Leveraging Latent Label Distributions for Partial Label Learning IJCAI 2018
A Stochastic Decoder for Neural Machine Translation ACL 2018
Stock Movement Prediction from Tweets and Historical Prices ACL 2018
Conditional Generators of Words Definitions ACL 2018