Sentence segmentation breaks a large bit of textual content into linguistically significant sentence models. This is obvious in languages like English, wherever the end of a sentence is marked by a period of time, but it is still not trivial.The encoder encapsulates the information in a very text into an encoded vector. As opposed to an autoencoder