flair

by flairNLP · Machine Learning

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

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Machine LearningAI ApplicationPythonHTML
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About this project

A very simple framework for state-of-the-art NLP. Developed by Humboldt University of Berlin and friends. Flair is: A powerful NLP library. Flair allows you to apply our state-of-the-art natural language processing (NLP) models to your text, such as named entity recognition (NER), sentiment analysis, part-of-speech tagging (PoS), special support for biomedical texts, sense disambiguation and classification, with support for a rapidly growing number of languages. A text embedding library. Flair has simple interfaces that allow you to use and combine different word and document embeddings, including our proposed Flair embeddings and various transformers. A PyTorch NLP framework.…

Technologies

PythonHTMLmachine-learningnamed-entity-recognitionnatural-language-processing

Project health

Low recent activity
Last update10 months ago
Contributors206
Latest releasev0.15.1
Open issues & PRs31
LicenseOther
On GitHubsince 2018

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