Top 6 sequence-labeling Open-Source Projects

• flair

  9 13,582 9.4 Python

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

  

• NCRFpp

  1 1,877 0.0 Python

  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.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• seqeval

  1 1,046 0.0 Python

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

  

• gector

  2 863 0.0 Python

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

  

• wrench

  1 211 5.2 Python

  [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

• sequence-classifier

  1 0 6.7 Python

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

Project mention: Show HN: Sequence-Classifier, a PyTorch Library for Sequence Classification | news.ycombinator.com | 2023-12-13

sequence-labeling related posts

• 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

• Beginner questions about NER model evaluation.

  1 project | /r/LanguageTechnology | 12 Mar 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 6 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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