Development and Comparison of Scoring Functions in Curriculum Learning. - H. Toprak Kesgin; Mehmet Fatih Amasyali (CoRR, 2022)

Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models. - Himmet Toprak Kesgin; Muzaffer Kaan Yuce; Mehmet Fatih Amasyali (CoRR, 2023)

Introducing cosmosGPT: Monolingual Training for Turkish Language Models. - H. Toprak Kesgin; Muzaffer Kaan Yuce; Eren Dogan; M. Egemen Uzun; Atahan Uz; H. Emre Seyrek; Ahmed Zeer; Mehmet Fatih Amasyali (INISTA, 2024)

Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling. - Himmet Toprak Kesgin; Mehmet Fatih Amasyali (CoRR, 2024)

Investigating Semi-Supervised Learning Algorithms in Text Datasets. - Himmet Toprak Kesgin; Mehmet Fatih Amasyali (CoRR, 2024)

T "urk c{c}e Dil Modellerinin Performans Kar c{s}{ i}la c{s}t{ i}rmas{ i} Performance Comparison of Turkish Language Models. - Eren Dogan; M. Egemen Uzun; Atahan Uz; H. Emre Seyrek; Ahmed Zeer; Ezgi Sevi; H. Toprak Kesgin; Muzaffer Kaan Yuce; Mehmet Fatih Amasyali (CoRR, 2024)

Scaling BERT Models for Turkish Automatic Punctuation and Capitalization Correction. - Abdulkader Saoud; Mahmut Alomeyr; Himmet Toprak Kesgin; Mehmet Fatih Amasyali (CoRR, 2024)

Cosmos-LLaVA: Chatting with the Visual Cosmos-LLaVA: Görselle Sohbet Etmek. - Ahmed Zeer; Eren Dogan; Yusuf Sait Erdem; Elif Ince; Osama Shbib; M. Egemen Uzun; Atahan Uz; Muzaffer Kaan Yuce; H. Toprak Kesgin; Mehmet Fatih Amasyali (CoRR, 2024)

Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training. - H. Toprak Kesgin; Muzaffer Kaan Yuce; Eren Dogan; M. Egemen Uzun; Atahan Uz; Elif Ince; Yusuf Erdem; Osama Shbib; Ahmed Zeer; Mehmet Fatih Amasyali (CoRR, 2024)

Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies. - Himmet Toprak Kesgin; Mehmet Fatih Amasyali (Nat. Lang. Process. J., 2024)

A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k. - Enes Dedeoglu; Himmet Toprak Kesgin; Mehmet Fatih Amasyali (Frontiers Comput. Sci., 2024)

Cyclical Curriculum Learning. - H. Toprak Kesgin; Mehmet Fatih Amasyali (IEEE Trans. Neural Networks Learn. Syst., 2024)

A cyclical loss-based optimization algorithm for pretraining LLMs on noisy data. - H. Toprak Kesgin; Mehmet Fatih Amasyali (Knowl. Based Syst., 2025)