Arabic-Text.com’s is its crown jewel. Unlike older tools that simply inserted random fatha/damma/kasra , this engine uses a bidirectional LSTM model trained on a 10-million-word corpus of fully vowelized classical and modern texts. It achieves 94% accuracy—higher than any open-source alternative.
“We don’t claim perfection,” Haddad admits. “Arabic has too many exceptions. But we do claim to save hours of manual markup.” One of the platform’s most controversial features is Arabizi ↔ Arabic Script conversion . Some purists see Arabizi (writing Arabic with Latin numbers, e.g., 3 for ‘ain, 7 for ح) as a corruption. But for diaspora youth, it’s a lifeline. Arabic - Text.com
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