3 papers
cs.AI2025
An Outcome-Based Educational Recommender System
Nursultan Askarbekuly, Timur Fayzrakhmanov, Sladjan Babarogić +1
Most educational recommender systems are tuned and judged on click- or rating-based relevance, leaving their true pedagogical impact unclear. We introduce OBER-an Outcome-Based Edu…
cs.CL2025
Sacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious Questions
Farah Atif, Nursultan Askarbekuly, Kareem Darwish +1
Despite the increasing usage of Large Language Models (LLMs) in answering questions in a variety of domains, their reliability and accuracy remain unexamined for a plethora of doma…
cs.SD2024
Quranic Audio Dataset: Crowdsourced and Labeled Recitation from Non-Arabic Speakers
Raghad Salameh, Mohamad Al Mdfaa, Nursultan Askarbekuly +1
This paper addresses the challenge of learning to recite the Quran for non-Arabic speakers. We explore the possibility of crowdsourcing a carefully annotated Quranic dataset, on to…