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topic modeling

460 papers

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Also known as

STM CSTM LDA TM

Co-occurring keywords

topic model (290) latent dirichlet allocation (171) text classification (6776) unsupervised learning (3255) bayesian inference (1904) variational inference (2069) sentiment analysis (2079) social media analysis (699) word embedding (1764) neural topic model (75)

Papers

Non-negative Matrix Factorization under Heavy Noise ICML 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016
Extracting Discriminative Keyphrases with Learned Semantic Hierarchies COLING 2016
Identifying Cross-Cultural Differences in Word Usage COLING 2016
Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain NIPS 2016
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NIPS 2016
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016
Hashtag Recommendation with Topical Attention-Based LSTM COLING 2016
Latent Topic Embedding COLING 2016
Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis COLING 2016
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm NIPS 2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016
Named Entity Disambiguation for little known referents: a topic-based approach COLING 2016
Geometric Dirichlet Means Algorithm for topic inference NIPS 2016
Robust Spectral Inference for Joint Stochastic Matrix Factorization NIPS 2015
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades ICML 2015
Online Tensor Methods for Learning Latent Variable Models JMLR 2015
A Topic Modeling Approach to Ranking AISTATS 2015
Watch-n-Patch: Unsupervised Understanding of Actions and Relations CVPR 2015
Scalable Deep Poisson Factor Analysis for Topic Modeling ICML 2015
Fast and Guaranteed Tensor Decomposition via Sketching NIPS 2015
On some provably correct cases of variational inference for topic models NIPS 2015
Deep Poisson Factor Modeling NIPS 2015
Topic Modeling of Multimodal Data: An Autoregressive Approach CVPR 2014