10 citations · 16 across the 5 of their papers we have counts for
4 papers · 1 filter
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training
H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan +7
In this study, we develop and assess new corpus selection and training methodologies to improve the effectiveness of Turkish language models. Specifically, we adapted Large Languag…
Introducing cosmosGPT: Monolingual Training for Turkish Language Models
H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan +5
The number of open source language models that can produce Turkish is increasing day by day, as in other languages. In order to create the basic versions of such models, the traini…
Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models
Eren Dogan, M. Egemen Uzun, Atahan Uz +6
The developments that language models have provided in fulfilling almost all kinds of tasks have attracted the attention of not only researchers but also the society and have enabl…
Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models
Himmet Toprak Kesgin, Muzaffer Kaan Yuce, Mehmet Fatih Amasyali
This study introduces and evaluates tiny, mini, small, and medium-sized uncased Turkish BERT models, aiming to bridge the research gap in less-resourced languages. We trained these…