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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

Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task NAACL 2021
Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021
Method of Moments for Topic Models with Mixed Discrete and Continuous Features IJCAI 2021
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021
Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get? NAACL 2021
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm ICML 2020
Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020
Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge ACML 2020
Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish COLING 2020
Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework AAAI 2020
On Application of Bayesian Parametric and Non-parametric Methods for User Cohorting in Product Search ACL 2020
Verb Class Induction with Partial Supervision AAAI 2020
Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019
Word2Sense: Sparse Interpretable Word Embeddings ACL 2019
Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019
Evaluating Topic Quality with Posterior Variability EMNLP 2019
Evaluating Topic Quality with Posterior Variability IJCNLP 2019
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability IJCNLP 2019
On Privacy Protection of Latent Dirichlet Allocation Model Training IJCAI 2019
Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition INTERSPEECH 2019