---
title: "Workshop on Open-Source Arabic Corpora and Processing Tools"
description: "Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to…"
canonical: "https://research.elamur.ai/free/en/venues/osact/2024/"
---
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# Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING 2024 — accepted papers

Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING 2024 is the 2024 edition of the Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING, held in Torino, Italia, May 2024 (publisher: European Language Resources Association (ELRA)). The ACL Anthology lists 17 papers of it; our library holds 12 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**17** papers in the proceedings](#all) · [**12** works in our library](https://md.research.elamur.ai/free/en/venues/osact/2024/#works) · [**49** citations of these works](https://md.research.elamur.ai/free/en/venues/osact/2024/#works)**Torino, Italia** where it was held**May 2024** when

## All accepted papers (17)

The most cited first; 12 with our summary link to their page here, the others to the original.

1. **[A Novel Approach for Root Selection in the Dependency Parsing ↗](https://aclanthology.org/2024.osact-1.5/)**Sharefah Ahmed Al-Ghamdi, Hend Al-Khalifa, Abdulmalik AlSalman
2. **[ASOS at Arabic LLMs Hallucinations 2024: Can LLMs detect their Hallucinations :)](https://md.research.elamur.ai/free/en/papers/sibaee-2024-asos-arabic-llms-hallucinations-2024/)**Serry Taiseer Sibaee, Abdullah I. Alharbi, Samar Ahmed et al.*our summary*
3. **[ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation](https://md.research.elamur.ai/free/en/papers/nacar-2024-asos-osact6-shared-task-investigation/)**Omer Nacar, Abdullah Alharbi, Serry Sibaee et al.*our summary*
4. **[Advancing the Arabic WordNet: Elevating Content Quality](https://md.research.elamur.ai/free/en/papers/freihat-2024-advancing-arabic-wordnet-elevating-content/)**Abed Alhakim Freihat, Hadi Mahmoud Khalilia, Gábor Bella et al.*our summary*
5. **[AraMed: Arabic Medical Question Answering using Pretrained Transformer Language Models](https://md.research.elamur.ai/free/en/papers/alasmari-2024-aramed-arabic-medical-question-answering/)**Ashwag Alasmari, Sarah Alhumoud, Waad Alshammari*our summary*
6. **[AraT5-MSAizer: Translating Dialectal Arabic to MSA](https://md.research.elamur.ai/free/en/papers/fares-2024-arat5-msaizer-translating-dialectal-arabic/)**Murhaf Fares*our summary*
7. **[AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language](https://md.research.elamur.ai/free/en/papers/alghamdi-2024-aratar-corpus-support-fine-grained/)**Seham Alghamdi, Youcef Benkhedda, Basma Alharbi et al.*our summary*
8. **[Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language](https://md.research.elamur.ai/free/en/papers/alrashoudi-2024-arabic-speech-recognition-zero-resourced/)**Norah A. Alrashoudi, Omar Said Alshahri, Hend Al-Khalifa*our summary*
9. **[CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset ↗](https://aclanthology.org/2024.osact-1.2/)**Mashael AlDuwais, Hend Al-Khalifa, Abdulmalik AlSalman
10. **[LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task ↗](https://aclanthology.org/2024.osact-1.14/)**AhmedElmogtaba Abdelmoniem Ali Abdelaziz, Ashraf Hatim Elneima, Kareem Darwish
11. **[Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition](https://md.research.elamur.ai/free/en/papers/alshahrani-2024-leveraging-corpus-metadata-detect-template/)**Saied Alshahrani, Hesham Haroon Mohammed, Ali Elfilali et al.*our summary*
12. **[Munazarat 1.0: A Corpus of Arabic Competitive Debates](https://md.research.elamur.ai/free/en/papers/khader-2024-munazarat-1-0-corpus-arabic/)**Mohammad M. Khader, AbdulGabbar Al-Sharafi, Mohamad Hamza Al-Sioufy et al.*our summary*
13. **[OSACT 2024 Task 2: Arabic Dialect to MSA Translation](https://md.research.elamur.ai/free/en/papers/atwany-2024-osact-2024-task-2-arabic/)**Hanin Atwany, Nour Rabih, Ibrahim Mohammed et al.*our summary*
14. **[OSACT6 Dialect to MSA Translation Shared Task Overview ↗](https://aclanthology.org/2024.osact-1.11/)**Ashraf Hatim Elneima, AhmedElmogtaba Abdelmoniem Ali Abdelaziz, Kareem Darwish
15. **[Sirius_Translators at OSACT6 2024 Shared Task: Fin-tuning Ara-T5 Models for Translating Arabic Dialectal Text to Modern Standard Arabic](https://md.research.elamur.ai/free/en/papers/alahmari-2024-sirius-translators-osact6-2024-shared/)**Salwa Saad Alahmari*our summary*
16. **[TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications](https://md.research.elamur.ai/free/en/papers/kruse-2024-tafsirextractor-text-preprocessing-pipeline-preparing/)**Carl Kruse, Sajawel Ahmed*our summary*
17. **[The Multilingual Corpus of World's Constitutions (MCWC) ↗](https://aclanthology.org/2024.osact-1.7/)**Mo El-Haj, Saad Ezzini

## Papers with our summary in our library (12)

The most cited first (OpenAlex citations plus our library's).

1. **[AraMed: Arabic Medical Question Answering using Pretrained Transformer Language Models](https://md.research.elamur.ai/free/en/papers/alasmari-2024-aramed-arabic-medical-question-answering/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Ashwag Alasmari, Sarah Alhumoud, Waad Alshammari*2024 · 16 citations*
2. **[OSACT 2024 Task 2: Arabic Dialect to MSA Translation](https://md.research.elamur.ai/free/en/papers/atwany-2024-osact-2024-task-2-arabic/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Hanin Atwany, Nour Rabih, Ibrahim Mohammed, et al.*2024 · 7 citations*
3. **[Munazarat 1.0: A Corpus of Arabic Competitive Debates](https://md.research.elamur.ai/free/en/papers/khader-2024-munazarat-1-0-corpus-arabic/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Mohammad M. Khader, AbdulGabbar Al-Sharafi, Mohamad Hamza Al-Sioufy, et al.*2024 · 5 citations*
4. **[Sirius_Translators at OSACT6 2024 Shared Task: Fin-tuning Ara-T5 Models for Translating Arabic Dialectal Text to Modern Standard Arabic](https://md.research.elamur.ai/free/en/papers/alahmari-2024-sirius-translators-osact6-2024-shared/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Salwa Saad Alahmari*2024 · 4 citations*
5. **[AraT5-MSAizer: Translating Dialectal Arabic to MSA](https://md.research.elamur.ai/free/en/papers/fares-2024-arat5-msaizer-translating-dialectal-arabic/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Murhaf Fares*2024 · 4 citations*
6. **[ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation](https://md.research.elamur.ai/free/en/papers/nacar-2024-asos-osact6-shared-task-investigation/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Omer Nacar, Abdullah Alharbi, Serry Sibaee, et al.*2024 · 4 citations*
7. **[ASOS at Arabic LLMs Hallucinations 2024: Can LLMs detect their Hallucinations :)](https://md.research.elamur.ai/free/en/papers/sibaee-2024-asos-arabic-llms-hallucinations-2024/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Serry Taiseer Sibaee, Abdullah I. Alharbi, Samar Ahmed, et al.*2024 · 3 citations*
8. **[AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language](https://md.research.elamur.ai/free/en/papers/alghamdi-2024-aratar-corpus-support-fine-grained/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Seham Alghamdi, Youcef Benkhedda, Basma Alharbi, et al.*2024 · 2 citations*
9. **[Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language](https://md.research.elamur.ai/free/en/papers/alrashoudi-2024-arabic-speech-recognition-zero-resourced/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Norah A. Alrashoudi, Omar Said Alshahri, Hend Al-Khalifa*2024 · 2 citations*
10. **[Leveraging Corpus Metadata to Detect Template-based Translation: An Exploratory Case Study of the Egyptian Arabic Wikipedia Edition](https://md.research.elamur.ai/free/en/papers/alshahrani-2024-leveraging-corpus-metadata-detect-template/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Saied Alshahrani, Hesham Haroon Mohammed, Ali Elfilali, et al.*2024 · 1 citation*
11. **[Advancing the Arabic WordNet: Elevating Content Quality](https://md.research.elamur.ai/free/en/papers/freihat-2024-advancing-arabic-wordnet-elevating-content/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Abed Alhakim Freihat, Hadi Mahmoud Khalilia, Gábor Bella, et al.*2024 · 1 citation*
12. **[TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications](https://md.research.elamur.ai/free/en/papers/kruse-2024-tafsirextractor-text-preprocessing-pipeline-preparing/) [Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)**Carl Kruse, Sajawel Ahmed*2024*

## Top topics

Topics of its works in our library, with the number of works on each.

[Semitic languages (12)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Fields

[Arts and Humanities (11)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (11)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (2)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Anis Koubaa**2 works here · 7 citations](https://md.research.elamur.ai/free/en/authors/anis-koubaa/) · [🧑‍🔬**Samar Ahmed**2 works here · 7 citations](https://md.research.elamur.ai/free/en/authors/samar-ahmed/) · [🧑‍🔬**Serry Sibaee**2 works here · 7 citations](https://md.research.elamur.ai/free/en/authors/serry-sibaee/) · [🧑‍🔬**Ashwag Alasmari**1 work here · 16 citations](https://md.research.elamur.ai/free/en/authors/ashwag-alasmari/) · [🧑‍🔬**Abdul Waheed**1 work here · 7 citations](https://md.research.elamur.ai/free/en/authors/abdul-waheed/) · [🧑‍🔬**Nour Rabih**1 work here · 7 citations](https://md.research.elamur.ai/free/en/authors/nour-rabih/) · [🧑‍🔬**Wajdi Zaghouani**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/wajdi-zaghouani/) · [🧑‍🔬**Abdullah Alharbi**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/abdullah-alharbi/) · [🧑‍🔬**Lahouari Ghouti**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/lahouari-ghouti/) · [🧑‍🔬**Murhaf Fares**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/murhaf-fares/) · [🧑‍🔬**Omer Nacar**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/omer-nacar/) · [🧑‍🔬**Abdullah I. Alharbi**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/abdullah-i-alharbi/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING 2020](https://md.research.elamur.ai/free/en/venues/osact/2020/)
- [next → Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING 2026](https://md.research.elamur.ai/free/en/venues/osact/2026/)
- [↑ back to Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING](https://md.research.elamur.ai/free/en/venues/osact/)