topic-modeling topic
List
topic-modeling repositories
kwx
67
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10
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BERT, LDA, and TFIDF based keyword extraction in Python
lightLDA
50
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16
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fast sampling algorithm based on CGS
paper-reviewer-matcher
80
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28
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Linear programming solver for paper-reviewer matching and mind-matching
latent-semantic-analysis
23
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0
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Pipeline for training LSA models using Scikit-Learn.
stminsights
108
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16
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A Shiny Application for Inspecting Structural Topic Models
gensim
15.3k
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4.4k
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Topic Modelling for Humans
contextualized-topic-models
1.2k
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140
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A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
text_mining_resources
553
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200
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Resources for learning about Text Mining and Natural Language Processing
BERTopic
5.6k
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706
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Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Top2Vec
2.8k
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366
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Top2Vec learns jointly embedded topic, document and word vectors.