How To Make Retrieval Chatbot using DeepLearning and Bag Of Words Technique? Deep Learning model based on Bag Of Words Fisrt,What is a Bag-of-Words ? A bag-of-words model, or BoW for short, is a way of extracting features from text for use in modeling, such as with machine learning algorithms The approach is very simple and flexible, and can be used in a myriad of ways for extracting features from documents. A bag-of-words is a representation of text that describes the occurrence of words within a document. It involves two things: A vocabulary of known words. A measure of the presence of known words. It is called a “ bag ” of words, because any information about the order or structure of words in the document is discarded. The model is only concerned with whether known words occur in the document, not where in the document. The intuition is that documents are similar if they have similar content. Further, that from the content alone we can...
