Arş. Gör. Himmet Toprak KESGİN

1. 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, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)

2. 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, Romanya, 4 - 06 Eylül 2024, (Tam Metin Bildiri)

3. 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, Türkiye, 10 - 11 Mart 2023, cilt.1983 CCIS, ss.450-463, (Tam Metin Bildiri)

4. 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, Türkiye, 16 - 18 Ekim 2024, (Tam Metin Bildiri)

5. 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, Türkiye, 16 - 18 Ekim 2024, (Tam Metin Bildiri)

6. 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, Türkiye, 21 - 22 Eylül 2024, (Tam Metin Bildiri)

7. 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, Türkiye, 7 - 09 Eylül 2022, (Tam Metin Bildiri)

8. 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, Türkiye, 15 - 16 Temmuz 2022, (Tam Metin Bildiri)

9. 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, Türkiye, 11 - 15 Eylül 2019, ss.195-200, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

Arş. Gör. Himmet Toprak KESGİN

Yayınlar & Eserler

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

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

3. Cyclical Curriculum Learning

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

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

1. 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

2. Introducing cosmosGPT: Monolingual Training for Turkish Language Models

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

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

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

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

7. Investigating Semi-Supervised Learning Algorithms in Text Datasets

8. Development and Comparison of Scoring Functions in Curriculum Learning

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

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Proje

Açık Erişim