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

Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ACL 2017
Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data IJCAI 2017
Hierarchical Methods of Moments NIPS 2017
Aspect Extraction from Product Reviews Using Category Hierarchy Information EACL 2017
Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences IJCNLP 2017
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017
Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017
Fast Inference for Interactive Models of Text 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
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016
Provable Algorithms for Inference in Topic Models ICML 2016
Diagnostic Prediction Using Discomfort Drawings with IBTM MLHC 2016
Modeling topic dependencies in semantically coherent text spans with copulas COLING 2016
Automatic Labelling of Topics with Neural Embeddings COLING 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016
Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model ACML 2016
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NIPS 2016
Stochastic Gradient Geodesic MCMC Methods NIPS 2016
Exponential Stochastic Cellular Automata for Massively Parallel Inference AISTATS 2016
Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings NIPS 2015
Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NIPS 2015
Large-scale Distributed Dependent Nonparametric Trees ICML 2015
Markov Mixed Membership Models ICML 2015
The Poisson Gamma Belief Network NIPS 2015
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices AISTATS 2015