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latent dirichlet allocation

171 papers

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Also known as

LDA SLDA

Co-occurring keywords

topic modeling (460) topic model (290) bayesian inference (1904) variational inference (2069) unsupervised learning (3255) gibbs sampling (201) probabilistic modeling (851) probabilistic model (476) text mining (298) text classification (6776)

Papers

Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition INTERSPEECH 2019
Learning Topic Models by Neighborhood Aggregation IJCAI 2019
On Privacy Protection of Latent Dirichlet Allocation Model Training IJCAI 2019
Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019
Hey Siri. Ok Google. Alexa: A topic modeling of user reviews for smart speakers EMNLP 2019
A new evaluation framework for topic modeling algorithms based on synthetic corpora AISTATS 2019
Scalable Collapsed Inference for High-Dimensional Topic Models NAACL 2019
Evaluating Topic Quality with Posterior Variability EMNLP 2019
An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph IJCAI 2019
Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018
Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NIPS 2018
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018
Mirrored Langevin Dynamics NIPS 2018
Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018
Somm: Into the Model EMNLP 2018
Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018
A Reduction for Efficient LDA Topic Reconstruction NIPS 2018
Real-time Change Point Detection using On-line Topic Models COLING 2018
Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning IJCAI 2018
On Statistical Optimality of Variational Bayes AISTATS 2018
ES-LDA: Entity Summarization using Knowledge-based Topic Modeling IJCNLP 2017
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling JMLR 2017
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models EACL 2017
RNN-LDA Clustering for Feature Based DNN Adaptation INTERSPEECH 2017