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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

Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding EMNLP 2020
Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes EMNLP 2020
Optimal Estimation of Sparse Topic Models JMLR 2020
Quantifying the Effects of COVID-19 on Mental Health Support Forums EMNLP 2020
News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models COLING 2020
Topic-Based Measures of Conversation for Detecting Mild CognitiveImpairment ACL 2020
A Risk Communication Event Detection Model via Contrastive Learning COLING 2020
Topic Modeling on Document Networks with Adjacent-Encoder AAAI 2020
Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract) AAAI 2020
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication COLING 2020
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest AAAI 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Measuring Emotions in the COVID-19 Real World Worry Dataset ACL 2020
TOMODAPI: A Topic Modeling API to Train, Use and Compare Topic Models EMNLP 2020
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
Auto-Encoding Variational Bayes for Inferring Topics and Visualization COLING 2020
Topic Modeling via Full Dependence Mixtures ICML 2020
An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ACL 2020
COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
P-SIF: Document Embeddings Using Partition Averaging AAAI 2020
A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability IJCNLP 2019
Investigating Political Herd Mentality: A Community Sentiment Based Approach ACL 2019
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm IJCNLP 2019
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features IJCNLP 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019