Topic Modeling

Learning VAE-LDA Models with Rounded Reparameterization Trick EMNLP 2020 Measuring Emotions in the COVID-19 Real World Worry Dataset ACL 2020 Neural Mixed Counting Models for Dispersed Topic Discovery ACL 2020 Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020 Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020 OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NeurIPS 2020 Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020 TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020 Topic Balancing with Additive Regularization of Topic Models ACL 2020 Topic-Based Measures of Conversation for Detecting Mild CognitiveImpairment ACL 2020 Topic Modeling on Document Networks with Adjacent-Encoder AAAI 2020 Tree-Structured Neural Topic Model ACL 2020 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020 CompareLDA: A Topic Model for Document Comparison AAAI 2019 Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019 Discriminative Topic Modeling with Logistic LDA NeurIPS 2019 Evaluating Topic Quality with Posterior Variability EMNLP 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019 Precision-Recall Balanced Topic Modelling NeurIPS 2019 Scalable inference of topic evolution via models for latent geometric structures NeurIPS 2019 textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR ICLR 2019 TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts AAAI 2019 Visualizing Trends of Key Roles in News Articles EMNLP 2019 Distilled Wasserstein Learning for Word Embedding and Topic Modeling NeurIPS 2018