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topic modeling

460 papers

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Also known as

STM CSTM LDA TM

Co-occurring keywords

topic model (290) latent dirichlet allocation (171) text classification (6776) unsupervised learning (3255) bayesian inference (1904) variational inference (2069) sentiment analysis (2079) social media analysis (699) word embedding (1764) neural topic model (75)

Papers

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
A new evaluation framework for topic modeling algorithms based on synthetic corpora AISTATS 2019
Minimum Volume Topic Modeling AISTATS 2019
Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery EMNLP 2019
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information EMNLP 2019
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information IJCNLP 2019
Structured Neural Topic Models for Reviews AISTATS 2019
Cross-referencing Using Fine-grained Topic Modeling NAACL 2019
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process NAACL 2019
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings NAACL 2019
Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation IJCAI 2019
On Privacy Protection of Latent Dirichlet Allocation Model Training IJCAI 2019
Word2Sense: Sparse Interpretable Word Embeddings ACL 2019
GASC: Genre-Aware Semantic Change for Ancient Greek ACL 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
Scalable inference of topic evolution via models for latent geometric structures NIPS 2019
Discriminative Topic Modeling with Logistic LDA NIPS 2019
Latent Dirichlet Allocation for Internet Price War AAAI 2019
Region-Based Message Exploration over Spatio-Temporal Data Streams AAAI 2019
Collaborative, Dynamic and Diversified User Profiling AAAI 2019
AutoSense Model for Word Sense Induction AAAI 2019
Translating with Bilingual Topic Knowledge for Neural Machine Translation AAAI 2019
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts AAAI 2019
Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019
Topic-Aware Neural Keyphrase Generation for Social Media Language ACL 2019