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latent dirichlet allocation

175 papers

LDA

Papers

Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition Interspeech 2019 Latent Dirichlet Allocation for Internet Price War AAAI 2019 Learning Topic Models by Neighborhood Aggregation IJCAI 2019 Minimum Volume Topic Modeling AISTATS 2019 On Privacy Protection of Latent Dirichlet Allocation Model Training IJCAI 2019 Scalable Collapsed Inference for High-Dimensional Topic Models NAACL 2019 Word2Sense: Sparse Interpretable Word Embeddings ACL 2019 A Reduction for Efficient LDA Topic Reconstruction NeurIPS 2018 Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NeurIPS 2018 EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018 Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018 Mirrored Langevin Dynamics NeurIPS 2018 On Statistical Optimality of Variational Bayes AISTATS 2018 Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018 Real-time Change Point Detection using On-line Topic Models COLING 2018 Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018 Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning IJCAI 2018 Somm: Into the Model EMNLP 2018 WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling ICLR 2018 An Empirical Bayes Approach to Optimizing Machine Learning Algorithms NeurIPS 2017 Combinatorial Topic Models using Small-Variance Asymptotics AISTATS 2017 Creating POS Tagging and Dependency Parsing Experts via Topic Modeling EACL 2017 Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML 2017 Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017