topic model

TopicBERT for Energy Efficient Document Classification EMNLP 2020 Tree-Structured Neural Topic Model ACL 2020 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020 A framework for streamlined statistical prediction using topic models NAACL 2019 A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP 2019 An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph IJCAI 2019 An Instability in Variational Inference for Topic Models ICML 2019 A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features EMNLP 2019 AutoSense Model for Word Sense Induction AAAI 2019 Collaborative, Dynamic and Diversified User Profiling AAAI 2019 Community Detection in Social Networks Considering Topic Correlations AAAI 2019 CompareLDA: A Topic Model for Document Comparison AAAI 2019 Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model JMLR 2019 Deep Topic Models for Multi-label Learning AISTATS 2019 Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019 Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019 Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models AISTATS 2019 Hierarchical Optimal Transport for Document Representation NeurIPS 2019 Learning Topic Models by Neighborhood Aggregation IJCAI 2019 Leveraging Meta Information in Short Text Aggregation ACL 2019 Minimum Volume Topic Modeling AISTATS 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP 2019 Precision-Recall Balanced Topic Modelling NeurIPS 2019 Subtopic-driven Multi-Document Summarization EMNLP 2019