NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task

2020-10-21 · COLING (WANLP) 2020 12 · Muhammad Abdul-Mageed, Chiyu Zhang, Houda Bouamor, Nizar Habash

We present the results and findings of the First Nuanced Arabic Dialect Identification Shared Task (NADI). This Shared Task includes two subtasks: country-level dialect identification (Subtask 1) and province-level sub-dialect identification (Subtask 2). The data for the shared task covers a total of 100 provinces from 21 Arab countries and are collected from the Twitter domain. As such, NADI is the first shared task to target naturally-occurring fine-grained dialectal text at the sub-country level. A total of 61 teams from 25 countries registered to participate in the tasks, thus reflecting the interest of the community in this area. We received 47 submissions for Subtask 1 from 18 teams and 9 submissions for Subtask 2 from 9 teams.

📄 PDF Abstract BibTeX arXiv:2010.11334

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Tasks

Dialect Identification

NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task

2024-07-06 · Muhammad Abdul-Mageed, Amr Keleg, AbdelRahim Elmadany, Chiyu Zhang 외

We describe the findings of the fifth Nuanced Arabic Dialect Identification Shared Task (NADI 2024). NADI's objective is to help advance SoTA Arabic NLP by providing guidance, datasets, modeling opportunities, and standa…

Dialect Identification Machine Translation Translation valid

NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task

2022-10-18 · Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, Houda Bouamor 외

We describe findings of the third Nuanced Arabic Dialect Identification Shared Task (NADI 2022). NADI aims at advancing state of the art Arabic NLP, including on Arabic dialects. It does so by affording diverse datasets …

Dialect Identification Sentiment Analysis valid

NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task

2023-10-24 · Muhammad Abdul-Mageed, AbdelRahim Elmadany, Chiyu Zhang, El Moatez Billah Nagoudi 외

We describe the findings of the fourth Nuanced Arabic Dialect Identification Shared Task (NADI 2023). The objective of NADI is to help advance state-of-the-art Arabic NLP by creating opportunities for teams of researcher…

Dialect Identification Machine Translation valid

NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task

2025-09-02 · Bashar Talafha, Hawau Olamide Toyin, Peter Sullivan, AbdelRahim Elmadany 외 arxiv

We present the findings of the sixth Nuanced Arabic Dialect Identification (NADI 2025) Shared Task, which focused on Arabic speech dialect processing across three subtasks: spoken dialect identification (Subtask 1), spee…

Speech Recognition

NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task

2021-03-04 · EACL (WANLP) 2021 4 · Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, Houda Bouamor 외

We present the findings and results of the Second Nuanced Arabic Dialect Identification Shared Task (NADI 2021). This Shared Task includes four subtasks: country-level Modern Standard Arabic (MSA) identification (Subtask…