Skip to main navigation Skip to search Skip to main content

QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment

  • Nazarbayev University
  • Northwestern University in Qatar
  • Qatar University, Qatar

Research output: Book/ReportAnthologypeer-review

Abstract

This paper provides a comprehensive overview of the QIAS 2025 shared task, organized as part of the ArabicNLP 2025 conference and co-located with EMNLP 2025. The task was designed for the evaluation of large language models in the complex domains of religious and legal reasoning. It comprises two subtasks: (1) Islamic Inheritance Reasoning, requiring models to compute inheritance shares according to Islamic jurisprudence, and (2) Islamic Knowledge Assessment, which covers a range of traditional Islamic disciplines. Both subtasks were structured as multiple-choice question answering challenges, with questions stratified by varying difficulty levels. The shared task attracted significant interest, with 44 teams participating in the development phase, from which 18 teams advanced to the final test phase. Of these, 6 teams submitted entries for both subtasks, 8 for Task 1 only, and two for Task 3 only. Ultimately, 16 teams submitted system description papers. Herein, we detail the task’s motivation, dataset construction, evaluation protocol, and present a summary of the participating systems and their results.
Original languageEnglish
PublisherAssociation for Computational Linguistics
Number of pages10
DOIs
Publication statusPublished - Nov 2025

Fingerprint

Dive into the research topics of 'QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment'. Together they form a unique fingerprint.

Cite this