Polysemous words have different meanings depending on the context. The purpose of this study is to confirm the relationship between English text and the difficulty level. We are particularly concentrating when the sentences contain polysemous words. Due to polysemous words having different meanings, the difficulty of the word can differ based on the context. Therefore, in this research, we analyze polysemous words, their sentences, and the difficulty of the words using Transformers.