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Practical · token-classification · WASM

Keywords & style, straight from the grammar

Two things you can ship the moment you know each word's role. Keyword extraction: the nouns and proper nouns carry a text's "aboutness" — pull them, drop the filler. Style analysis: the mix of parts of speech is a fingerprint — content-word ratio, adjective density and verb load tell you whether prose is punchy or padded. Both run on-device.

Analyse a text

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← Basics

Colour every word by its part of speech.

Wild →

Mad-Libs by part of speech.

Multi-model →

POS + fill-mask sentence regeneration.