Saudi-Dialect-ALLaM: LoRA Fine-Tuning for Dialectal Arabic Generation (2025 · 2 citations)
Open Arabic LLMs are trained mostly on Modern Standard Arabic (MSA), so they tend to answer in a formal pan-Arabic register.
Fine-Tashkeel at KSAA-2026: A Comprehensive Evaluation of Seq2Seq and Multimodal Approaches for Automatic Diacritization of Arabic Speech Dictation (2026)
The paper presents Fine-Tashkeel, a system submitted to the KSAA-2026 shared task under Task 2. The task is restoring full diacritics to Arabic text transcribed from spoken dictation. This is hard because speech transcripts mix MSA with regional dialects and lack punctuation, and an undiacritized word can have…
Ketaba-OCR at AR-MS NakbaNLP 2026: Efficient Adaptation of Vision-Language Models for Handwritten Recognition (2026)
The paper presents Ketaba-OCR-LoRA, a system for Subtask 2 of the NakbaNLP 2026 shared task. The task is transcribing line images from the Omar Al-Saleh Memoir Collection (1951–1965), Palestinian testimonies handwritten in historical Ruq'ah and Naskh scripts. The output must be Unicode text that keeps the original…

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Updated 1 November 2026