2 papers
cs.AI2025
Win-k: Improved Membership Inference Attacks on Small Language Models
Roya Arkhmammadova, Hosein Madadi Tamar, M. Emre Gursoy
Small language models (SLMs) are increasingly valued for their efficiency and deployability in resource-constrained environments, making them useful for on-device, privacy-sensitiv…
cs.CL2025
Locations of Characters in Narratives: Andersen and Persuasion Datasets
Batuhan Ozyurt, Roya Arkhmammadova, Deniz Yuret
The ability of machines to grasp spatial understanding within narrative contexts is an intriguing aspect of reading comprehension that continues to be studied. Motivated by the goa…