[HTML][HTML] Arabic natural language processing: An overview
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) …
varieties:(1) classical Arabic (CA),(2) Modern Standard Arabic (MSA),(3) Arabic Dialect (AD) …
Tarjamat: Evaluation of bard and chatgpt on machine translation of ten arabic varieties
Large language models (LLMs) finetuned to follow human instructions have recently
emerged as a breakthrough in AI. Models such as Google Bard and OpenAI ChatGPT, for …
emerged as a breakthrough in AI. Models such as Google Bard and OpenAI ChatGPT, for …
A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
In this paper, we propose a semi-supervised approach for sentiment analysis of Arabic and
its dialects. This approach is based on a sentiment corpus, constructed automatically and …
its dialects. This approach is based on a sentiment corpus, constructed automatically and …
TURJUMAN: A public toolkit for neural Arabic machine translation
EMB Nagoudi, AR Elmadany… - arXiv preprint arXiv …, 2022 - arxiv.org
We present TURJUMAN, a neural toolkit for translating from 20 languages into Modern
Standard Arabic (MSA). TURJUMAN exploits the recently-introduced text-to-text Transformer …
Standard Arabic (MSA). TURJUMAN exploits the recently-introduced text-to-text Transformer …
Detecting hate speech against politicians in Arabic community on social media
Purpose This paper aims to propose an approach for hate speech detection against
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …
politicians in Arabic community on social media (eg Youtube). In the literature, similar works …
Unsupervised dialectal neural machine translation
In this paper, we present the first work on unsupervised dialectal Neural Machine
Translation (NMT), where the source dialect is not represented in the parallel training …
Translation (NMT), where the source dialect is not represented in the parallel training …
[PDF][PDF] ATAR: Attention-based LSTM for Arabizi transliteration
B Talafha, A Abuammar… - International Journal of …, 2021 - pdfs.semanticscholar.org
ABSTRACT A non-standard romanization of Arabic script, known as Arbizi, is widely used in
Arabic online and SMS/chat communities. However, since state-of-the-art tools and …
Arabic online and SMS/chat communities. However, since state-of-the-art tools and …
Low resource arabic dialects transformer neural machine translation improvement through incremental transfer of shared linguistic features
A Slim, A Melouah - Arabian Journal for Science and Engineering, 2024 - Springer
Neural machine translation (NMT) is a complex process that deals with many grammatical
complexities. Today, transfer learning (TL) has emerged as a leading method in machine …
complexities. Today, transfer learning (TL) has emerged as a leading method in machine …
Arabic Text Formality Modification: A Review and Future Research Directions
SI Abudalfa, FJ Abdu, MM Alowaifeer - IEEE Access, 2024 - ieeexplore.ieee.org
Formality transfer seeks to adjust text formality without altering its core meaning, which
carries substantial implications across diverse domains like machine translation, dialogue …
carries substantial implications across diverse domains like machine translation, dialogue …
Arabizi sentiment analysis based on transliteration and automatic corpus annotation
Arabizi is a form of writing Arabic text which relies on Latin letters, numerals and punctuation
rather than Arabic letters. In the literature, the difficulties associated with Arabizi sentiment …
rather than Arabic letters. In the literature, the difficulties associated with Arabizi sentiment …