pretty_name: Dialect of Tunisia a Collection of Works
Dialect of Tunisia - a Collection of Works :
This repository compiles a variety of Tunisian NLP projects to create a comprehensive text-based dataset for diverse applications. It exclusively features Tunisian dialect written in Arabic script and includes code-switching with other languages such as French, English, and Italian. The corpus comprises a total of 70 million GPT-4 tokens. Light Preprocessing has been done on these source datasets to remove negative text , repetitive tokens , emojies, and non-arabic letters dialect
Data :
Below are the individual datasets that are combined in this work
A speech to text dataset where we consider the target sentences ,we keep transcript as is
An ASR dataset representing a collection of various sources. Sources are . Youtube_TNScrapped, TunswitchTO , TunswitchCS, ApprendreLeTunisien ,Taric, OneStorym we keep sentences as is
It is a binary classification task consisting of classifying Tunisian dialect and Non Tunisian dialect from an Arabic dialectical dataset. we only extract rows identified as tunisian dialect
Tunisian Algerian Dialect(TAD) (https://github.com/instadeepai/tunbert):
It is a binary classification task consisting of classifying Tunisian dialect and Algerian dialect from an Arabic dialectical dataset. we only extract rows identified as tunisian dialect
A dataset extracted from : https://derja.ninja/
the first Arabic Tunisian Hate Speech and Abusive Language Dataset proposed in the The 7th International Conference on Arabic Language Processing October only comsider rows marked as non hate speech
A Question-Answering dataset for Tunisian dialect. Use of dialectal version of the Tunisian constitution . It is composed of 144 documents where each document has exactly 3 paragraphs and three Question-Answer pairs are assigned to each paragraph.
40000 comments and posts from facebook, labeled as positive / negative/ neutral , we only consider positive and neutral rows
TSAC (Tunisian Sentiment Analysis Corpus)(https://paperswithcode.com/dataset/tsac)
Tunisian Sentiment Analysis Corpus (TSAC) is a Tunisian Dialect corpus of 17.000 comments from Facebook.
| Dataset | Token Count |
|---|---|
| arbi_houssem-tunisian-dataset_stt_tts15s_filtered1.0 1 | 129,207 |
| maal-32173-Tunisian_Revolution_Arabic-2011-2022 | 11,538,264 |
| TAD | 41,434 |
| TADI | 891,750 |
| testtun-khaldoun | 18,356,271 |
| thsab | 289,310 |
| ts-naim-mhedhbi | 224,434 |
| tsac | 97,085 |
| tuninjar | 13,056,137 |
| tuniset | 22,584,964 |
| linagoraSTT | 2,003,450 |
| Total | 69,422,659 |
Count of Unique tokens = 534,678