Python text-semantic-similarity

Open-source Python projects categorized as text-semantic-similarity
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Topics: information-retrieval topic-modeling topic-modelling text-classification Bert
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Python text-semantic-similarity Projects

  • Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

    • Project mention: [D] Is it better to create a different set of Doc2Vec embeddings for each group in my dataset, rather than generating embeddings for the entire dataset? | /r/MachineLearning | 2023-10-28

    I'm using Top2Vec with Doc2Vec embeddings to find topics in a dataset of ~4000 social media posts. This dataset has three groups:

  • instructor-embedding

    [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

    • Project mention: My experience on starting with fine tuning LLMs with custom data | /r/LocalLLaMA | 2023-07-10

    If you li embeddings and vector DB, you should look into this: https://github.com/HKUNLP/instructor-embedding

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 Top2Vec 2,843
2 instructor-embedding 1,703

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