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pretty_name: 'Dialect of Tunisia a Collection of Works' |
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# Dialect of Tunisia - a Collection of Works : |
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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 |
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### Data : |
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Below are the individual datasets that are combined in this work |
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* ### [Arbi-Houssem/Tunisian_dataset_STT-TTS15s_filtred_organiser_Mixed](https://huggingface.co/datasets/Arbi-Houssem/Tunisian_dataset_STT-TTS15s_filtred_organiser_Mixed) : |
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A speech to text dataset where we consider the target sentences ,we keep transcript as is |
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* ### [linagora/linto-asr-ar-tn-0.1](https://huggingface.co/linagora/linto-asr-ar-tn-0.1) : |
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An ASR dataset representing a collection of various sources. Sources are . Youtube_TNScrapped, TunswitchTO , TunswitchCS, ApprendreLeTunisien ,Taric, OneStorym we keep sentences as is |
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* ### [Tunisian Arabic Dialects Identification(TADI): ](https://github.com/instadeepai/tunbert) : |
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It is a binary classification task consisting of classifying Tunisian dialect and Non Tunisian dialect from an Arabic dialectical dataset. |
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we only extract rows identified as tunisian dialect |
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* ### Tunisian Algerian Dialect(TAD) (https://github.com/instadeepai/tunbert): |
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It is a binary classification task consisting of classifying Tunisian dialect and Algerian dialect from an Arabic dialectical dataset. |
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we only extract rows identified as tunisian dialect |
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* ### [khaled123/tunninjaar](https://huggingface.co/datasets/khaled123/tunninjaar): |
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A dataset extracted from : https://derja.ninja/ |
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* ### [Hala-Mulki T-HSAB-A-Tunisian-Hate-Speech-and-Abusive-Dataset](https://github.com/Hala-Mulki/T-HSAB-A-Tunisian-Hate-Speech-and-Abusive-Dataset): |
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the first Arabic Tunisian Hate Speech and Abusive Language Dataset proposed in the The 7th International Conference on Arabic Language Processing October |
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only comsider rows marked as non hate speech |
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* ### [Tunisian Reading Comprehension Dataset](https://github.com/instadeepai/tunbert): |
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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. |
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* ### [Naim Mhedhbi Tunisian Dialect Corpus v0](https://www.kaggle.com/datasets/naim99/ts-naim-mhedhbi) : |
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40000 comments and posts from facebook, labeled as positive / negative/ neutral , |
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we only consider positive and neutral rows |
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* ### TSAC (Tunisian Sentiment Analysis Corpus)(https://paperswithcode.com/dataset/tsac) |
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Tunisian Sentiment Analysis Corpus (TSAC) is a Tunisian Dialect corpus of 17.000 comments from Facebook. |
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* ### [khaled123/Testtun](https://huggingface.co/datasets/khaled123/Testtun): |
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* ### [khaled123/Tuniset](https://huggingface.co/datasets/khaled123/tuniset): |
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| Dataset | Token Count | |
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|----------|----------| |
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| arbi_houssem-tunisian-dataset_stt_tts15s_filtered1.0 1 | 129,207 | |
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| maal-32173-Tunisian_Revolution_Arabic-2011-2022 | 11,538,264 | |
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| TAD | 41,434 | |
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| TADI | 891,750 | |
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| testtun-khaldoun | 18,356,271 | |
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| thsab | 289,310 | |
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| ts-naim-mhedhbi | 224,434 | |
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| tsac | 97,085 | |
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| tuninjar | 13,056,137 | |
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| tuniset | 22,584,964 | |
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| linagoraSTT | 2,003,450 | |
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| Total | 69,422,659 | |
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Count of Unique tokens = 534,678 |
