Performance Comparison of Known AI Translation Tools for Turkish Language

Nowadays, artificial intelligence technologies are used in every field. One of these is translation tools for both academic and individual communication. These tools are used to communicate and transfer information by translating from Turkish to English and from English to Turkish. However, there is no detail about how accurate the translations made with these translation methods are. In this study, the English-Turkish translation performances of Google Translate, Amazon Translate and OpenAI GPT translation services were analyzed. After the translation process, the vector representations of the original Turkish texts and the Turkish texts obtained with the translation were compared. For this purpose, semantic similarity rates were obtained using Levenshtein distance and Cosine Similarity, and performance evaluation was made by considering the averages of these similarity rates and criteria such as time, cost and limitations.