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FASPell

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iQIYI Technical Product Team
iQIYI Technical Product Team
Nov 8, 2019 · Artificial Intelligence

FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based on DAE‑Decoder Paradigm

FASPell, a fast and adaptable Chinese spell checker, combines a denoising auto‑encoder with a confidence‑character‑similarity decoder to overcome data scarcity and rigid confusion sets, leveraging unsupervised pre‑training and glyph‑phonetic similarity, delivering simpler architecture, faster inference, and state‑of‑the‑art accuracy for both simplified and traditional Chinese.

AIChinese Spell CheckingDAE
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FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based on DAE‑Decoder Paradigm