Entity Extraction with Predefined List

This page summarizes the projects mentioned and recommended in the original post on /r/LanguageTechnology
weak-supervision Crf nlp-machine-learning Pytorch distant-supervision

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  • pytorch-partial-crf

    CRF, Partial CRF and Marginal CRF in PyTorch

    • Feed it to a bi-LSTM with a fuzzy-CRF on top.

  • skweak

    skweak: A software toolkit for weak supervision applied to NLP tasks

    • Thanks for pointing me in the right direction. Seems like there’s a few other approaches with weak supervision: https://github.com/NorskRegnesentral/skweak

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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