arabic-tweets
There are 1 repository under arabic-tweets topic.
rematchka / Irony-and-Sarcasm-detection-in-Arabic-tweets
This repo represents model developed for Irony and sentiment detection in Arabic tweets in WANLP shared tasks on sarcasm and sentiment detection in Arabic tweets
Language:Jupyter Notebook 9AbeerAbuZayed / Hate-Speech-Detection_OSACT4-Workshop
Quick and Simple Approach for Detecting Hate Speech in Arabic Tweets.
Language:Jupyter Notebook 7SadeemAlharthi / A-New-Benchmark-Dataset-for-Arabic-Fake-News-Detection
One of the problems faced concerning Arabic fake news detection is the scarcity of Arabic datasets. We believe it is important to available a dataset is written in the Arabic language explicitly created for this domain. The existing studies of Arabic fake news detection are limited because most of the dataset has not been available to access for research. We have built for the purpose of fake news detection the dataset of Arabic Fake News Tweets.
Language:Jupyter Notebook 7aehabV / 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%.
Language:Jupyter Notebook 2khaledabbud / SA_of_Tweets_After_QS_Assassination_AR_FA
Sentiment Analysis of Arabic and Persian Tweets Following the Assassination of Qasem Soleimani
Language:Jupyter Notebook 1
