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Topic Modeling

134 directly classified papers

Papers per year

Papers

Topic Balancing with Additive Regularization of Topic Models ACL 2020
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020
Neural Mixed Counting Models for Dispersed Topic Discovery ACL 2020
Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020
TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts AAAI 2019
Precision-Recall Balanced Topic Modelling NIPS 2019
Scalable inference of topic evolution via models for latent geometric structures NIPS 2019
Discriminative Topic Modeling with Logistic LDA NIPS 2019
Visualizing Trends of Key Roles in News Articles EMNLP 2019
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
Evaluating Topic Quality with Posterior Variability EMNLP 2019
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019
CompareLDA: A Topic Model for Document Comparison AAAI 2019
Scalable Generalized Dynamic Topic Models AISTATS 2018
Neural Models for Documents with Metadata ACL 2018
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier EMNLP 2018
Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018
Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions EMNLP 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018
Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages NIPS 2018
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017
Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017
Topic Signatures in Political Campaign Speeches EMNLP 2017