Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021
Detecting semantic change using Gaussian representations of word meaning over time.
Recommended citation: Yüksel, A., Uğurlu, B., & Koç, A. (2021). "Semantic change detection with Gaussian word embeddings." *IEEE/ACM Transactions on Audio, Speech, and Language Processing*.
Download Paper
Published in ACL 2026, 2026
The first multimodal industry classification benchmark combining text and geospatial sources, evaluated with multi-agent LLM systems.
Recommended citation: Yüksel, A., Thiem, G., Walter, S., Felka, P., Alves Werb, G., & Habernal, I. (2026). "MONETA: Multimodal Industry Classification through Geographic Information with Multi Agent Systems." *Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)*.
Download Paper
Published in Findings of EMNLP 2024, 2024
Turkish adaptation of MMLU benchmark for assessing multilingual language understanding.
Recommended citation: Yüksel, A., Köksal, A., Şenel, L. K., Korhonen, A., & Schütze, H. (2024). "TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish." *Findings of the Association for Computational Linguistics: EMNLP 2024*.
Download Paper
Published in DATE Conference Proceedings, 2023
Introduces the Butterfly Effect Attack—small, unrelated image perturbations that break object detectors.
Recommended citation: Doan, N. A. V., Yüksel, A., & Cheng, C. H. (2023). "Butterfly Effect Attack: Tiny and Seemingly Unrelated Perturbations for Object Detection." *Design, Automation & Test in Europe Conference & Exhibition (DATE)*.
Download Paper