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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

Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management EACL 2021
TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords, and Context EACL 2021
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL 2021
Topic Modeling for Maternal Health Using Reddit EACL 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation EACL 2021
Adaptive Mixed Component LDA for Low Resource Topic Modeling EACL 2021
Topic Modeling Revisited: A Document Graph-based Neural Network Perspective NIPS 2021
An unsupervised framework for tracing textual sources of moral change EMNLP 2021
Reconsidering Annotator Disagreement about Racist Language: Noise or Signal? NAACL 2021
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling ACL 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021
A Mixed-Methods Analysis of Western and Hong Kong–based Reporting on the 2019–2020 Protests EMNLP 2021
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021
Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy EMNLP 2021
Evaluation of Thematic Coherence in Microblogs ACL 2021
TweeNLP: A Twitter Exploration Portal for Natural Language Processing ACL 2021
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection AAAI 2021
TWAG: A Topic-Guided Wikipedia Abstract Generator ACL 2021
Corpus-based Open-Domain Event Type Induction EMNLP 2021
Extracting Economic Signals from Central Bank Speeches EMNLP 2021
Optimal Estimation of Sparse Topic Models JMLR 2020
Topic-Based Measures of Conversation for Detecting Mild CognitiveImpairment ACL 2020