Arabic is recognised as the 4th most used language of the Internet. Arabic has three main
varieties:(1) classical Arabic (CA),(2) Modern Standard Arabic (MSA),(3) Arabic Dialect (AD) …

THE TERM NATURAL language refers to any system of symbolic communication (spoken,
signed, or written) that has evolved naturally in humans without intentional human planning …

Over the past few years, Twitter has experienced massive growth and the volume of its
online content has increased rapidly. This content has been a rich source for several studies …

Computational syntactic processing is a fundamental technique in natural language
processing. It normally serves as a pre-processing method to transform natural language …

State-of-the-art natural language processing (NLP) models are trained on massive training
corpora, and report a superlative performance on evaluation datasets. This survey delves …

Dialectal Arabic (DA) refers to varieties of everyday spoken languages in the Arab world.
These dialects differ according to the country and region of the speaker, and their textual …

We present state-of-the-art results on morphosyntactic tagging across different varieties of
Arabic using fine-tuned pre-trained transformer language models. Our models consistently …

Given the lack of resources for Arabic dialects, the construction of corpora, lexical resources,
and tools is a non-trivial challenge. The focus of the article is to describe our in-progress …

Morphological tagging is challenging for morphologically rich languages due to the large
target space and the need for more training data to minimize model sparsity. Dialectal …

Diglossia is one of the main characteristics of Arabic language. In Arab countries, there are
three forms of Arabic that co-exist: Classical Arabic (CA) which is mainly used in the Quran …