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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

Neural Mixed Counting Models for Dispersed Topic Discovery ACL 2020
Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP EMNLP 2020
On Cross-Dataset Generalization in Automatic Detection of Online Abuse EMNLP 2020
Asynchronous Gibbs Sampling AISTATS 2020
Exploring Online Depression Forums via Text Mining: A Comparison of Reddit and a Curated Online Forum COLING 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020
Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling EMNLP 2020
Temporal Mental Health Dynamics on Social Media EMNLP 2020
Life still goes on: Analysing Australian WW1 Diaries through Distant Reading COLING 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020
Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020
Mining Crowdsourcing Problems from Discussion Forums of Workers COLING 2020
The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020
Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020
TopicBERT for Energy Efficient Document Classification EMNLP 2020
Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020
Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish COLING 2020
Friendly Topic Assistant for Transformer Based Abstractive Summarization EMNLP 2020
COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media COLING 2020
Topic and Emotion Development among Dutch COVID-19 Twitter Communities in the early Pandemic COLING 2020
On Building an Interpretable Topic Modeling Approach for the Urdu Language IJCAI 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
Exploration of Gender Differences in COVID-19 Discourse on Reddit ACL 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020