https://github.com/ddangelov/Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.
https://github.com/ddangelov/Top2Vec

bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings

Last synced: about 2 months ago
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Top2Vec learns jointly embedded topic, document and word vectors.

• Host: GitHub
• URL: https://github.com/ddangelov/Top2Vec
• Owner: ddangelov
• License: bsd-3-clause
• Created: 2020-03-20T17:19:57.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-05-12T08:08:23.000Z (4 months ago)
• Last Synced: 2024-07-18T17:15:32.029Z (2 months ago)
• Topics: bert, document-embedding, pre-trained-language-models, semantic-search, sentence-encoder, sentence-transformers, text-search, text-semantic-similarity, top2vec, topic-modeling, topic-modelling, topic-search, topic-vector, word-embeddings
• Language: Python
• Homepage:
• Size: 83.4 MB
• Stars: 2,895
• Watchers: 38
• Forks: 370
• Open Issues: 71
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-topic-models - Top2Vec - Python implementation that learns jointly embedded topic, document and word vectors [:page_facing_up:](https://arxiv.org/pdf/2008.09470.pdf) (Models / Embedding based Topic Models)