Dr. Muhammad Imran of Khazar University's English Language and Literature Department, as the first and corresponding author, has published an article titled “Classification of English Words into Grammatical Notations Using Deep Learning Technique" in Information, 15 (12), a Scopus Q2 and Web of Science-ESCI Indexed journal.

This paper examines how AI-powered CNN models help non-native English learners classify words into grammatical categories with high accuracy, improving language learning.

This paper can be read at https://doi.org/10.3390/info15120801