arabic-dialects

There are 1 repository under arabic-dialects topic.

CAMeL-Lab / camel_tools
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
morphological-analysis nlp nlp-library nlp-apis arabic dialect-identification sentiment-analysis named-entity-recognition stemming pos-tagging arabic-dialects morphological-generation morphological-disambiguation morphological-reinflection
Language:Python 395
marbert
UBC-NLP / marbert
UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic
language-models benchmark model-evaluation bert bert-model arbert marbert deep-learning awesome arabic arabic-nlp arabic-language arabic-dialects arabic-models ubc ubc-dlnlp ubcnlp huggingface-transformers classification social-media
100
aashrafh / Anees
Multi-turn open-domain Arabic chatbot with a wide set of features.
arabic-dialects arabic-nlp chatbot chatbots dialogue-generation gpt-2 multi-turn-dialogue natural-language-understanding nlp anees
Language:Jupyter Notebook 37
TheOnlyMonster / Franko-Arabic-Chrome-Extension
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.
arabic-dialects chrome-extension javascript
Language:JavaScript 13
Lafifi-24 / arabic-dialect-identification
Fine-tune BERT models to classify Arabic text by different dialects.
arabert arabic-dialects arabic-nlp arabic-dialect-identification arabic-bert bert bert-models
Language:Jupyter Notebook 12
motazsaad / egy-arb-dialect-id
Egyptian / Modern Standard Arabic language identification system
arabic-dialects language-detection arabic-nlp egyptian corpus aligned-documents
Language:Python 5
TaghreedT / EDC
Egyptian Dialect Corpus
corpus egyptian-corpus arabic-dialects egyptian-dialect
5
UBC-NLP / nadi
Nuanced Arabic Dialect Identification Shared Tasks (NADI) 2020 and 2021
nadi2020 nadi2021 arabic-dialects arabic arabic-nlp ubc ubc-nlp-lab
Language:Python 5
alaa-a-a / multi-dialect-arabic-stop-words
domain-independent multi-dialect Arabic stop words
arabic arabic-nlp stopwords arabic-dialects
4
motazsaad / arabic-dialects-id
Arabic dialects identification system
arabic-dialects arabic-nlp
4
TaghreedT / SDC
Saudi Dialect Corpus
corpus arabic-dialects saudi-corpus saudi-dialect
4
UBC-NLP / dialex
DiaLex - A Benchmark for Evaluating Multidialectal Arabic Word Embeddings
arabic arabic-nlp dialect evaluation word-embeddings ubc ubc-nlp arabic-dialects
Language:Jupyter Notebook 4
abdelrahman-wael / Arabic-Dialect-Classification-Nadi-Shared-Task
using AraBert to classify different Arabic dialects. ranked fourth in WANLP2020 workshop.
arabic-dialects dialect-identification nlp-machine-learning
Language:Python 3
youssefkamil / Arabic-Dialect-Identification
Arabic Dialect Identification between 18 country-level Arabic dialects using QADI dataset and pretrained language model AraBERT
arabert ktrain machine-learning arabic-dialects arabic-nlp deep-learning flask
Language:Jupyter Notebook 3
aehabV / Hate-Speech-Detection-on-Arabic-Tweets
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 detecting whether a tweet contains hate speech or not. It detected offensive sentences with 84.9% accuracy and F1-Score of 83.5%, and hate speech with 93.4% accuracy and F1-Score of 80.4%.
arabic-dialects arabic-nlp arabic-tweets hatespeech marbert nlp offensive-language tweets
Language:Jupyter Notebook 2
Ahmad-Zaki / Arabic_Dialect_Identification
A machine learning/deep learning approach to classify the dialect of arabic text.
natural-language-processing arabic-nlp arabic-dialects machine-learning deep-learning nlp api fastapi
Language:Jupyter Notebook 2
AMR-KELEG / ALDi
The codebase for the "ALDi: Quantifying the Arabic Level of Dialectness of Text" paper accepted to EMNLP 2023.
arabic-dialects arabic-nlp dialects text-style
Language:HTML 2
essofyany / darija-stemmer-ts
A light stemmer for MDA (Moroccan Dialect Arabic) based on BPE (Byte Pair Encoding) algorithm implemented with Typescript
typescript nlp bpe javascript darija arabic-dialects arabic-language
Language:JavaScript 1
Qamous / Qamous-Backend
the backend for Qamous
arabic-language arabizi-arabic egypt arabic-dialects
Language:TypeScript 1
wibarab / featuredb
WIBARAB is a project in the field of Arabic dialectology. It consists of various regional sub-projects (four PhD projects) and a large database about bedouin-type dialects of Arabic. The Feature Database will be the main point of integrating the results of the sub-projects. In this repository we collect the primary data of the database in TEI/XML.
acdh-ch arabic-dialects linguistics
Language:HTML 1
Dahouabdelhalim / NER-model-on-the-DzNER-corpus
Named Entity Recognition project for Algerian Dialect
ner deep-learning dataset transformer algeria arabic-dialects social-media
Language:Jupyter Notebook 0

arabic-dialects

CAMeL-Lab / camel_tools

UBC-NLP / marbert

aashrafh / Anees

TheOnlyMonster / Franko-Arabic-Chrome-Extension

Lafifi-24 / arabic-dialect-identification

motazsaad / egy-arb-dialect-id

TaghreedT / EDC

UBC-NLP / nadi

alaa-a-a / multi-dialect-arabic-stop-words

motazsaad / arabic-dialects-id

TaghreedT / SDC

UBC-NLP / dialex

abdelrahman-wael / Arabic-Dialect-Classification-Nadi-Shared-Task

youssefkamil / Arabic-Dialect-Identification

aehabV / Hate-Speech-Detection-on-Arabic-Tweets

Ahmad-Zaki / Arabic_Dialect_Identification

AMR-KELEG / ALDi

essofyany / darija-stemmer-ts

Qamous / Qamous-Backend

wibarab / featuredb

Dahouabdelhalim / NER-model-on-the-DzNER-corpus