topic model

Modeling Online Discourse with Coupled Distributed Topics EMNLP 2018 Neural Models for Documents with Metadata ACL 2018 Overlapping Clustering Models, and One (class) SVM to Bind Them All NeurIPS 2018 Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018 Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018 Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018 Siamese Network-Based Supervised Topic Modeling EMNLP 2018 Topic Compositional Neural Language Model AISTATS 2018 Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018 Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017 An Automatic Approach for Document-level Topic Model Evaluation CoNLL 2017 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 Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017 Discovering Discrete Latent Topics with Neural Variational Inference ICML 2017 Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings EACL 2017 Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models NeurIPS 2017 Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences IJCNLP 2017 Hierarchical Methods of Moments NeurIPS 2017 Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data IJCAI 2017 Learning Topic-Sensitive Word Representations ACL 2017 LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks IJCAI 2017 Multimodal Topic Labelling EACL 2017 Poisson Random Fields for Dynamic Feature Models JMLR 2017