Single or Double: On Number of Classifier Layers for Small Language Models. - Muhammed Cihat Ünal; Munes Zaval; Aydin Gerek (SIU, 2023)

Comparison of Pre-trained Language Models for Turkish Address Parsing. - Muhammed Cihat Ünal; Betül Aygün; Aydin Gerek (CoRR, 2023)

The Impact of Fine-Tuning in Embedding Models on Query-Dependent Retrieval Performance. - Berkin Alkan; Onur Özcan; Yahya Bahadir Karatas; Muhammed Cihat Ünal; Oguz Kolukisa; Ismail Karakaya; Alper Karamanlioglu; Berkan Demirel (SIU, 2024)

Cyber Intrusion Detection Using Shallow Neural Network with Generalized Attack-Sharing Loss. - Muhammed Cihat Ünal; Alper Karamanlioglu; Ismail Karakaya; Berkan Demirel (SIU, 2024)