Word vector representations open up new opportunities to extract useful information from unstructured text. Defining a word as made it easy for the machine learning algorithms understand text and from. have been used in many applications such synonyms, analogy, syntactic parsing, others. GloVe, based on contexts matrix vectorization, is an effective vector-learning algorithm. It improves previo...

Despite the abundance of research investigating general and academic vocabularies and developing dozens of word lists, few studies have compared academic vocabulary with general service word lists such as conversation vocabulary. Many EAP researchers assume that university students need to know all the words in West’s (1953) General Service List (GSL) as a prerequisite to academic words (e.g., ...