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Topic Modeling

123 papers

Papers per year

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Papers

Neural Models for Documents with Metadata ACL 2018
Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields ACL 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Topic Memory Networks for Short Text Classification EMNLP 2018
Siamese Network-Based Supervised Topic Modeling EMNLP 2018
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS 2017
Topically Driven Neural Language Model ACL 2017
An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017
Learning Topic-Sensitive Word Representations ACL 2017
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017
Aspect Extraction from Product Reviews Using Category Hierarchy Information EACL 2017
Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters EMNLP 2017
Detecting Perspectives in Political Debates EMNLP 2017
Topic Signatures in Political Campaign Speeches EMNLP 2017
Topic-Based Agreement and Disagreement in US Electoral Manifestos EMNLP 2017
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NIPS 2016
Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition NIPS 2016
On some provably correct cases of variational inference for topic models NIPS 2015
Rethinking LDA: Moment Matching for Discrete ICA NIPS 2015
A provable SVD-based algorithm for learning topics in dominant admixture corpus NIPS 2014
Spectral Methods for Supervised Topic Models NIPS 2014
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013