Arabic Text Diacritization

Transliteration of Arabic text is an important task in the field of natural language processing, aimed at adding correct diacritical marks to unvocalized Arabic text to eliminate lexical ambiguity and enhance the readability and comprehensibility of the text. This task, by accurately annotating vowels and consonants with their corresponding pronunciation symbols, helps improve the performance of machine translation, speech synthesis, and text-to-speech conversion systems, and enhances the accuracy of information retrieval and sentiment analysis, thus having significant application value.