sebischair / Lbl2Vec

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

Date Created 2021-07-18 (3 years ago)

Commits 36 (last one about a year ago)

Stargazers 177 (0 this week)

Watchers 6 (0 this week)

Forks 28

License bsd-3-clause

Ranking

RepositoryStats indexes 584,777 repositories, of these sebischair/Lbl2Vec is ranked #195,168 (67th percentile) for total stargazers, and #297,959 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #34,839/116,437.

sebischair/Lbl2Vec is also tagged with popular topics, for these it's ranked: python (#9,155/22023), machine-learning (#3,530/7935), nlp (#1,056/2400), natural-language-processing (#631/1412), text-classification (#119/278)

Other Information

sebischair/Lbl2Vec has 1 open pull request on Github, 2 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 7 open issues and 4 closed issues.

There have been 3 releases, the latest one was published on 2022-12-29 (about a year ago) with the name Lbl2TransformerVec.

Homepage URL: https://wwwmatthes.in.tum.de/pages/naimi84squl1/Lbl2Vec-An-Embedding-based-Approach-for-Unsupervised-Document-Retrieval-on-Predefined-Topics

All Topics

nlp python word-embeddings label-embeddings machine-learning document-embeddings text-classification natural-language-processing unsupervised-classification unsupervised-document-retrieval

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27 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-09-24 @ 07:31am, id: 387239203 / R_kgDOFxTNIw