issam9/awesome-moroccan-arabic-nlp

A list of Natural Language Processing resources for Moroccan Arabic (Darija) # Awesome-Moroccan-Arabic-nlp A list of Natural Language Processing resources for Moroccan Arabic (Darija) # Contents - Papers - Blog Posts - Videos - Datasets - Models --- ## Papers - An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction - Moroccan Dialect -Darija- Open Dataset - Building the Moroccan Darija WordNet (MDW) using Bilingual Resources - MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script - Improving Sentiment Analysis of Moroccan Tweets Using Ensemble Learning - MSTD: Moroccan Sentiment Twitter Dataset - Standard and Dialectal Arabic Text Classification for Sentiment Analysis - ASA: A framework for Arabic sentiment analysis - An Arabic-Moroccan Darija Code-Switched Corpus - Goud.ma: a News Article Dataset for Summarization in Moroccan Darija - Automatic Text Summarization for Moroccan Arabic Dialect Using an Artificial Intelligence Approach - Diacritization of Maghrebi Arabic Sub-Dialects --- ## Blog Posts - Building a language model for Moroccan Darija using fastai - Finetuning DziriBERT for Dialect Detection --- ## Videos - Moroccan Darija Wikipedia: Basics of Natural Language Processing for a Low-Resource Language: This is a workshop that was presented as part of AMLD Africa 2021. --- ## Datasets - Modeling, Simulation and Data Analysis (MSDA) Datasets: Contains a dataset of 50k tweets labeled for sentiment analysis, topic detection and dialect detection as it contains tweets from 5 countries including Morocco. - Darija Open Dataset (DODA): An open-source project for building a dataset of Darija-English vocabulary. - DVOICE: Darija audio dataset, contains audio files and their corresponding text. - Darija Wikipedia articles - Moroccan News and Comments from Hespress - Moroccan Sentiment Analysis corpus - ElecMorocco2016: A sentiment analysis dataset of Arabic facebook comments about the Moroccan elections of 2016. - Goud-sum: A text summarization datase …