Automatic Writing With Deep Learning - DZone AI

X is some sort of an object, e.g. an email text, an image, or a document. Y is either a single class label from a finite set of labels, like spam/no spam, detected object or a cluster name for this document, or some number, like salary, in the next month or stock price. While such tasks can be daunting to solve (like sentiment analysis or predicting stock prices in real-time), they require rather clear steps to achieve good levels of mapping accuracy. Again, I'm not discussing situations with lack of training data to cover the modeled phenomenon or poor feature selection. In contrast, somewhat less straightforward areas of AI are the tasks that present you with a challenge of predicting as fuzzy structures as words, sentences, or complete texts.