Python sequence-labeling

Open-source Python projects categorized as sequence-labeling

Top 6 Python sequence-labeling Projects

sequence-labeling
  1. flair

    A very simple framework for state-of-the-art Natural Language Processing (NLP)

    Project mention: WhisperNER: Unified Open Named Entity and Speech Recognition | news.ycombinator.com | 2024-11-21

    only the last string is a LOC named entity. Of course you can change definitions from the standard ones if you like, but then you should be careful not to compare with tools that use the original standard definition of NER such as flairNLP [1].

    [1] https://github.com/flairNLP/flair?tab=readme-ov-file

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  3. NCRFpp

    NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

  4. seqeval

    A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

  5. gector

    Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

  6. wrench

    [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

  7. sequence-classifier

    A PyTorch Library for Sequence Labeling Tasks such as Named-entity Recognition or Part-of-speech Tagging

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).

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Python sequence-labeling related posts

  • WhisperNER: Unified Open Named Entity and Speech Recognition

    2 projects | news.ycombinator.com | 21 Nov 2024
  • Flair: A simple framework for state-of-the-art Natural Language Processing

    1 project | news.ycombinator.com | 11 Apr 2022
  • Artificial Intelligence sentiment analysis of the Harry Potter movies. The greener the edge the happier the conversations, the bigger the edge the more they talk. Made by me.

    2 projects | /r/harrypotter | 22 Mar 2022
  • How to create a dataset for training NER models when you only have entity data

    1 project | /r/LanguageTechnology | 18 Oct 2021
  • Speech and Language Processing (3rd ed. draft)

    1 project | news.ycombinator.com | 17 Oct 2021
  • Preparing data for training NER models

    1 project | /r/LanguageTechnology | 11 Oct 2021
  • Advice for how to approach classifying apartment posts on facebook?

    1 project | /r/LanguageTechnology | 4 Jun 2021
  • A note from our sponsor - CodeRabbit
    coderabbit.ai | 11 Feb 2025
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Index

What are some of the best open-source sequence-labeling projects in Python? This list will help you:

# Project Stars
1 flair 14,049
2 NCRFpp 1,890
3 seqeval 1,105
4 gector 915
5 wrench 223
6 sequence-classifier 0

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