Токенізація як засіб трансформації інформації

Abstract

Tokenization is a critical mathematical transformation function that bridges computational linguistics and data protection. By developing rigorous models for tokenization, researchers quantify the degree of semantic preservation and com-putational efficiency in large language models or privacy technologies. This re-search explores a comprehensive theoretical framework for understanding tokeni-zation as a fundamental information processing mechanism with cross-domain applications. By investigating various tokenization techniques, researchers aim to enhance both the accuracy and efficiency of computational models while address-ing security and privacy concerns in diverse technological fields.