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SotA/Natural Language Processing/Part-Of-Speech Tagging

Part-Of-Speech Tagging

15 benchmarks990 papers

Part-of-speech tagging (POS tagging) is the task of tagging a word in a text with its part of speech. A part of speech is a category of words with similar grammatical properties. Common English parts of speech are noun, verb, adjective, adverb, pronoun, preposition, conjunction, etc.

Example:

| Vinken | , | 61 | years | old | | --- | ---| --- | --- | --- | | NNP | , | CD | NNS | JJ |

Benchmarks

Part-Of-Speech Tagging on Penn Treebank

Accuracy

Part-Of-Speech Tagging on UD

Avg accuracy

Part-Of-Speech Tagging on Ritter

Acc

Part-Of-Speech Tagging on ARK

Acc

Part-Of-Speech Tagging on Tweebank

Acc

Part-Of-Speech Tagging on Social media

Accuracy

Part-Of-Speech Tagging on UD2.5 test

Macro-averaged F1

Part-Of-Speech Tagging on ANTILLES

Weighted Average F1-score

Part-Of-Speech Tagging on DaNE

Accuracy (%)

Part-Of-Speech Tagging on French GSD

UPOS

Part-Of-Speech Tagging on Morphosyntactic-analysis-dataset

BLEX

Part-Of-Speech Tagging on ParTUT

UPOS

Part-Of-Speech Tagging on Sequoia Treebank

UPOS

Part-Of-Speech Tagging on Spoken Corpus

UPOS

Part-Of-Speech Tagging on XGLUE

Avg. F1