Publications 📃

You can also find my articles on my Google Scholar profile.

Improving Ranking-based Question Answering with Weak Supervision for Low-Resource Qur’anic Texts

Published in Artificial Intelligence Review Springer Journal, 2024

This work introduces, among other findings, a novel weakly supervised learning mechanism tailored for ranking-based question answering over the Holy Qur’an. 👉 Paper Link (Open access) 🔗

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TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA

Published in ArabicNLP Conference (EMNLP), 2023

This work was my submission to Qur'an QA 2023 Shared Task, which, hopefully, got the performance First place award 🥇 in both sub-tasks of Quran QA shared-task 2023 👉 Competition Official Page 🔗

Recommended citation:
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TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based Models

Published in OSACT workshop (LREC), 2022

My submission to Qur'an QA 2022 Shared Task, which received the First place 🥇 performance award. 👉 Competition Official Page 🔗

Recommended citation:
Download Paper | Download Slides

Mohammed Elkoumy

Publications 📃

Improving Ranking-based Question Answering with Weak Supervision for Low-Resource Qur’anic Texts

TCE at Qur’an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur’anic QA

TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based Models