arabic-dialects

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Multi-turn open-domain Arabic chatbot with a wide set of features.

Fine-tune BERT models to classify Arabic text by different dialects.

The "عربي - Franko" Chrome extension is designed to provide translation services between Franko text and Arabic. It enables users to easily translate text from Franko to Arabic and vice versa.

Naftah Programming Language : Let's write programs in Tunisian/Arabic, like living in Naftah. نفطه: لغة برمجة، لنكتب برامج باللغة العربية وكأننا نعيش في نفطه.

Saudi Dialect Corpus

Nuanced Arabic Dialect Identification Shared Tasks (NADI) 2020 and 2021

Egyptian / Modern Standard Arabic language identification system

Egyptian Dialect Corpus

Arabic Dialect Identification between 18 country-level Arabic dialects using QADI dataset and pretrained language model AraBERT

domain-independent multi-dialect Arabic stop words

DiaLex - A Benchmark for Evaluating Multidialectal Arabic Word Embeddings

The codebase for the "ALDi: Quantifying the Arabic Level of Dialectness of Text" paper accepted to EMNLP 2023.

Arabic dialects identification system

Iraqi Arabic dialect profanity filter for React Native/Expo, React and Node.js. Handles diacritics, stretched letters, attached prefixes and Arabizi. TypeScript, zero dependencies.

the backend for Qamous

We utilized a pre-trained model to classify Arabic text. After conducting extensive research, we found that MarBERT was the best model for classifying Arabic offensive tweets. It focuses on dialectal Arabic (DA) and Modern Standard Arabic (MSA). The competition involves two shared sub-tasks: detecting whether a tweet is offensive or not; and det…

using AraBert to classify different Arabic dialects. ranked fourth in WANLP2020 workshop.

A machine learning/deep learning approach to classify the dialect of arabic text.