3 papers
cs.CL2026
TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization
Figen EÄin, AytuÄ Onan
This study presents a framework for generating the gold-standard summary fully automatically and reproducibly based on multiple human summaries of Turkish educational videos. Withi…
cs.CL2025
Can You Detect the Difference?
Ä°smail Tarım, AytuÄ Onan
The rapid advancement of large language models (LLMs) has raised concerns about reliably detecting AI-generated text. Stylometric metrics work well on autoregressive (AR) outputs,…
cs.CL2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models
Zahra Khalila, Arbi Haza Nasution, Winda Monika +4
Accurate and contextually faithful responses are critical when applying large language models (LLMs) to sensitive and domain-specific tasks, such as answering queries related to qu…