Topic Modeling

Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models ACL 2019 A Reduction for Efficient LDA Topic Reconstruction NeurIPS 2018 Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018 EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018 Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018 Neural Models for Documents with Metadata ACL 2018 PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields ACL 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 Siamese Network-Based Supervised Topic Modeling EMNLP 2018 Topic Memory Networks for Short Text Classification EMNLP 2018 An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017 Aspect Extraction from Product Reviews Using Category Hierarchy Information EACL 2017 A Word Embeddings Informed Focused Topic Model ACML 2017 Conic Scan-and-Cover algorithms for nonparametric topic modeling NeurIPS 2017 Detecting Perspectives in Political Debates EMNLP 2017 Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters EMNLP 2017 Learning Topic-Sensitive Word Representations ACL 2017 Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017 Topically Driven Neural Language Model ACL 2017 Topic-Based Agreement and Disagreement in US Electoral Manifestos EMNLP 2017 Topic Signatures in Political Campaign Speeches EMNLP 2017 Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition NeurIPS 2016 Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NeurIPS 2016 Deep Poisson Factor Modeling NeurIPS 2015 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NeurIPS 2015