as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
design a classifier to identify if a text is news or fiction.
user
the classifier could use natural language processing techniques, supervised machine learning and deep learning techniques to classify text into news and fiction. features that could be used include linguistic features such as vocabulary, syntax, grammar, and content features such as topics, locations, and humans mentioned in the text. the classifier could also include labels given by humans to further improve accuracy.
assistant