Author

Savas Yildirim

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Book 2024

Mastering Transformers

Transformer-based language models such as BERT, T5, GPT, DALL-E, and ChatGPT have dominated NLP studies and become a new paradigm. Thanks to their accurate and fast fine-tuning capabilities, transformer-based language models have been able to outperform traditional machine learning-based approaches for many challenging...

Savas Yildirim, M. Asgari-Chenaghlu · 1 citation

Open access 2026

Leveraging Task-Adaptive Continual Pre-Training to Enhance the Classification Ability of Language Models

This study presents a systematic empirical investigation of task-adaptive continual pre-training (TAPT), introduced by Gururangan et al., for Turkish language understanding, with a particular focus on the effect of the masked-language-modeling rate.

Murat Aydoğan, Savas Yildirim, Tuǧba Dalyan · IEEE Access · 0 citations