# Flair Embeddings

Flair's built-in fast English 4-class named entity recognition model, based on Flair embeddings and LSTM-CRF architecture, achieving an F1 score of 92.92 on the CoNLL-03 dataset.

Flair's built-in fast English universal POS tagging model, trained on the Ontonotes dataset with an F1 score of 98.47

A fast 4-class named entity recognition model supporting English, German, Dutch, and Spanish, based on the Flair framework and LSTM-CRF architecture.