Topic Modeling

Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018 Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions EMNLP 2018 Labeled Anchors and a Scalable, Transparent, and Interactive Classifier EMNLP 2018 Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages NeurIPS 2018 Neural Models for Documents with Metadata ACL 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018 Adapting Topic Models using Lexical Associations with Tree Priors EMNLP 2017 A Word Embeddings Informed Focused Topic Model ACML 2017 Conic Scan-and-Cover algorithms for nonparametric topic modeling NeurIPS 2017 Hierarchical Methods of Moments NeurIPS 2017 Learning to Rank Semantic Coherence for Topic Segmentation EMNLP 2017 Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017 Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ACL 2017 Topic Signatures in Political Campaign Speeches EMNLP 2017 Geometric Dirichlet Means Algorithm for topic inference NeurIPS 2016 Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NeurIPS 2016 Deep Poisson Factor Modeling NeurIPS 2015 End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NeurIPS 2015 Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NeurIPS 2015 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Robust Spectral Inference for Joint Stochastic Matrix Factorization NeurIPS 2015 Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NeurIPS 2014 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 Beta-Negative Binomial Process and Exchangeable Random Partitions for Mixed-Membership Modeling NeurIPS 2014