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 …
W AlKhwiter, N Al-Twairesh - Computer Speech & Language, 2021 - Elsevier
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 …
O Nahli, E Gugliotta, N Khlif… - 2023 7th IEEE Congress …, 2023 - ieeexplore.ieee.org
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 …
N Zalmout, N Habash - arXiv preprint arXiv:1910.12702, 2019 - arxiv.org
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 …
J Younes, E Souissi, H Achour, A Ferchichi - Language Resources and …, 2020 - Springer
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 …