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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hossein Zeinali

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Preprint Oct 2026

MuSTEL: A Large-Scale Multilingual Synthetic Text-Line Image Dataset for OCR

Optical character recognition (OCR) systems depend strongly on the scale and diversity of their training data. One approach to document OCR first analyzes the page layout and extracts text-line images, which are then transcribed by a recognition model. Multilingual line-level recognition involving Persian, Arabic, and...

Majid Adibian, Hossein Saberi, Hossein Zeinali · 0 citations
Open access Jul 2026

A Comprehensive Approach to Misspelling Correction with Contextual Word Embeddings and Levenshtein Distance

A spelling correction framework that combines contextual information from BERT masked language models with edit-distance-based candidate generation with heuristic correction strategies and a biasing mechanism that improves the model’s focus on erroneous words is proposed.

Amirreza Naziri, Hossein Zeinali · 0 citations

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