conftrace_

topic model

290 papers

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Co-occurring keywords

topic modeling (461) latent dirichlet allocation (171) variational inference (2069) bayesian inference (1907) gibbs sampling (201) word embedding (1764) document classification (202) hierarchical dirichlet process (49) topic coherence (57) probabilistic modeling (852)

Papers

Modeling Online Discourse with Coupled Distributed Topics EMNLP 2018
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier EMNLP 2018
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling ICML 2018
Topic Compositional Neural Language Model AISTATS 2018
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018
Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018
Mixed Membership Word Embeddings for Computational Social Science AISTATS 2018
Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018
Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018
Document Similarity for Texts of Varying Lengths via Hidden Topics ACL 2018
Learning Topic-Sensitive Word Representations ACL 2017
An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings EACL 2017
Topically Driven Neural Language Model ACL 2017
An Automatic Approach for Document-level Topic Model Evaluation CONLL 2017
Multimodal Topic Labelling EACL 2017
Discovering Discrete Latent Topics with Neural Variational Inference ICML 2017
A Word Embeddings Informed Focused Topic Model ACML 2017
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models NIPS 2017
LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks IJCAI 2017
Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017
Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization IJCAI 2017
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models EACL 2017
Poisson Random Fields for Dynamic Feature Models JMLR 2017