Publications

Nabipour, A, Shams, M, Boreshban, Y, Mirroshandel, S. A, Less-Supervised Learning with Knowledge Distillation for Sperm Morphology Analysis, Computer Methods in Biomechanics and Biomedical Engineering: Imaging \& Visualization, 2024.

Boreshban, Y, Mirbostani, S. M, Ghassem-Sani, G, Mirroshandel, S. A, Amiriparian, S, Improving Question Answering Performance Using Knowledge Distillation and Active Learning, Engineering Applications of Artificial Intelligence, 2023.

Mirbostani, S. M, Boreshban, Y, Khalifa, S, Mirroshandel, S. A, Rambow, O, Deep active learning for morphophonological processing, In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Toronto, Canada. Association for Computational Linguistics, 2023.

Boreshban, Y, Yousefinasab, H, Mirroshandel, S. A, Providing a religious corpus of Question Answering System in Persian, Journal of Signal and Data Processing, 2018.

Boreshban, Y, Mirroshandel, S. A, A novel question answering system for religious domain in Persian, Journal of Electrical Industries 8(2), 2017.

Ongoing projects

Boreshban, Y, Mirbostani, S. M, Ghassem-Sani, G, Mirroshandel, S. A, Ahmadi, S. F, Shojaee, G, Kamani, A, Monsef, T, QAttack: A Framework for Adversarial Attack on Question Answering systems.

Boreshban, Y, Ahmadi, S. F, Shojaee, G, Ghassem-Sani, G, Mirroshandel, S. A, A novel adversarial attack using evolutionary algorithms on the Question Answering System.