Publications & Works

Publication Network
Articles 5
All (5)
SCI-E, SSCI, AHCI (3)
SCI-E, SSCI, AHCI, ESCI (3)
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TRDizin (1)

1. A cyclical loss-based optimization algorithm for pretraining LLMs on noisy data

KESGİN H. T., AMASYALI M. F.
Knowledge-Based Systems , vol.328, 2025 (SCI-Expanded, Scopus) identifier identifier

2. A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k

Dedeoglu E., KESGİN H. T., AMASYALI M. F.
Frontiers of Computer Science , vol.18, no.4, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

3. Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies

Kesgin H. T., Amasyali M. F.
Natural Language Processing Journal , vol.7, pp.1-9, 2024 (Scopus) identifier

4. Cyclical Curriculum Learning

KESGİN H. T., AMASYALI M. F.
IEEE Transactions on Neural Networks and Learning Systems , vol.35, no.9, pp.12864-12872, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier identifier

5. Ensemble Learning Approach to Chatbot Design Based on Paraphrase Detection

KESGİN H. T., Öztunç O., DİRİ B.
Kocaeli Journal of Science and Engineering , vol.6, no.2, pp.129-137, 2023 (TRDizin) identifier
Papers Presented at Peer-Reviewed Scientific Conferences 13

1. Improving Information Retrieval in Turkish: A ColBERT-Based Approach

Saoud A., Kazerooni P., AMASYALI M. F., KESGİN H. T.
3rd International Congress of Electrical and Computer Engineering, ICECENG 2024, Bandirma, Turkey, 27 - 30 November 2024, pp.85-91, (Full Text) identifier

2. Turkish-e5: E5 Model Enhanced for Turkish with Multi-Positive Contrastive Learning Turkish-e5: oklu Pozitif rneklemeli Kar sitsal ?grenme ile T rk esi G lendirilmi s E5 Modeli

Izdas T., Sancak O., KESGİN H. T., YÜCE M. K., AMASYALI M. F.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Turkey, 25 - 28 June 2025, (Full Text) identifier

3. Creating a Large Clean Web Corpus for Turkish

Uzun M. E., Erdem Y., Izdas T., Sancak O., Zeer A., Ince E., et al.
4th IEEE International Conference on Computing and Machine Intelligence, ICMI 2025, Michigan, United States Of America, 5 - 06 April 2025, (Full Text) identifier

4. Improving Reasoning Abilities of Large Language Models via Logic Games

Erdem Y. E., Shbib O., KESGİN H. T., YÜCE M. K., AMASYALI M. F.
10th International Conference on Computer Science and Engineering, UBMK 2025, İstanbul, Turkey, 17 - 21 September 2025, pp.645-650, (Full Text) identifier

5. Optimal RAG System Design for Turkish Textbooks: A Comprehensive Evaluation and Performance Enhancement Study

Oner E. N., Ceyhun S., Yildiz M. H., Goncharova A., Yucel T. S., KESGİN H. T., et al.
2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Turkey, 10 - 12 September 2025, (Full Text) identifier

6. Scaling BERT Models for Turkish Automatic Punctuation and Capitalization Correction

Saoud A., Alomeyr M., Amasyalı M. F., Kesgin H. T.
2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024, (Full Text) Creative Commons License identifier identifier

7. Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling

KESGİN H. T., AMASYALI M. F.
2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Turkey, 10 - 11 March 2023, vol.1983 CCIS, pp.450-463, (Full Text) identifier

8. Cosmos-LLaVA: Chatting with the Visual Cosmos-LLaVA: G rselle Sohbet Etmek

Zeer A., Dogan E., Erdem Y., Ince E., Shbib O., UZUN M., et al.
8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024, Malatya, Turkey, 21 - 22 September 2024, (Full Text) identifier identifier

9. Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training

KESGİN H. T., Uzun M. E., Erdem Y., AMASYALI M. F., YÜCE M. K., Uz A., et al.
2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024, (Full Text) Creative Commons License Sustainable Development identifier

10. Introducing cosmosGPT: Monolingual Training for Turkish Language Models

Kesgin H. T., Yüce M. K., Dogan E., Uzun M. E., Uz A., Seyrek H. E., et al.
18th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2024, Craiova, Romania, 4 - 06 September 2024, (Full Text) identifier identifier

11. Investigating Semi-Supervised Learning Algorithms in Text Datasets

KESGİN H. T., AMASYALI M. F.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier identifier

12. Development and Comparison of Scoring Functions in Curriculum Learning

KESGİN H. T., Fatih Amasyali M.
2nd International Conference on Computing and Machine Intelligence, ICMI 2022, İstanbul, Turkey, 15 - 16 July 2022, (Full Text) identifier identifier identifier

13. Bankrupcy Risk Forecast Based on Company Balance Sheet Data Using Machine Learning Makine Ogrenmesi Kullanilarak Sirket Bilan^o Verilerine Dayali Iflas Riski Tahmini

Kesgin T., Shakeri S., Bulut N., Yüzük S., AKTAŞ M. S.
4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Turkey, 11 - 15 September 2019, pp.195-200, (Full Text) Sustainable Development identifier identifier
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