English Part of Speech Tagging in Flair (default model) This is the standard part of speech tagging model for English that ships with Flair. F1 Score: 98,19 (Ontonotes) Predicts fine grained POS tags: tag meaning ADD Email AFX Affix CC Coordinating conjunction CD Cardinal number DT Determiner EX Existential there FW Foreign word HYPH Hyphen IN Preposition or subordinating conjunction JJ Adjective JJR Adjective, comparative JJS Adjective, superlative LS List item marker MD Modal NFP Superfluous punctuation NN Noun, singular or mass NNP Proper noun, singular NNPS Proper noun, plural NNS Noun, plural PDT Predeterminer POS Possessive ending PRP Personal pronoun PRP$ Possessive pronoun RB Adverb RBR Adverb, comparative RBS Adverb, superlative RP Particle SYM Symbol TO to UH Interjection VB Verb, base form VBD Verb, past tense VBG Verb, gerund or present participle VBN Verb, past participle VBP Verb, non 3rd person singular present VBZ Verb, 3rd person singular present WDT Wh determiner WP Wh pronoun WP$ Possessive wh pronoun WRB Wh adverb XX Unknown Based on Flair embeddings and LSTM CRF. Demo: How to use in Flair Requires: Flair ( pip install flair ) This yields the following output: S…
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