Library/flairForked

flairNLP/flair

flair

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

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flairNLP

flairNLP

flairNLP • individual

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14,361

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Created

Jun 11, 2018

Project creation date

README Summary

Flair is a simple and powerful Python framework for state-of-the-art Natural Language Processing that provides easy-to-use interfaces for tasks like named entity recognition, part-of-speech tagging, and text classification. It features contextual string embeddings and pre-trained models that can be used with minimal code. The framework is designed to make advanced NLP accessible to both researchers and practitioners.

AI Dev Skills

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Named Entity RecognitionText ClassificationSentiment AnalysisPart-of-Speech TaggingSequence LabelingDocument EmbeddingsWord EmbeddingsTransfer LearningMulti-task LearningFew-shot LearningTransformer Fine-tuningBERT IntegrationLanguage Model Training

Tags

Named Entity RecognitionText ClassificationSentiment AnalysisPart-of-Speech TaggingSequence LabelingDocument EmbeddingsWord EmbeddingsTransfer LearningMulti-task LearningFew-shot LearningTransformer Fine-tuningBERT IntegrationLanguage Model TrainingLanguage DetectionLegal TechE-commerceText PreprocessingCustom NLP Model TrainingHealthcareText TaggingMedia & PublishingDocument ClassificationSelf-hostedEducationJupyter NotebooksOn-premiseCustomer ServiceCloud APIInformation ExtractionPre-trained Language ModelsFinTechRelation ExtractionNamed Entity ExtractionTextPython

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Updated 5 months ago

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Quality

production
Quality
high
Maturity
production

Categories

Industry: FinTechPrimaryFinance & LegalOther AI / MLRAG & RetrievalNLP & TextData Science & AnalyticsHealthcare & BiologyFoundation ModelsModel Training

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Jun 11, 2018
Forked
Mar 22, 2026
Your last push
5 months ago
Upstream last push
5 months ago
Tracked since
Oct 27, 2025

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