How Artificial Intelligence Is Transforming Business
attention in natural language processing :: Article Creator MSAI 337: Natural Language Processing VIEW ALL COURSE TIMES AND SESSIONS Prerequisites MSAI 349 and intermediate proficiency with Python Description Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on techniques that enable computers to understand, interpret and manipulate human language. Common NLP tasks include question answering, text classification (including fakes detection), text summarization, text generation (including dialogue, translation and program synthesis), natural language inference and knowledgebase completion, among others. Statistical language models are an essential component in modern approaches to these tasks. In the first half of this course, we will explore the evolution of deep neural network language models, starting with n-gram models and proceeding through feed-forward neural networks, recurrent neural networks and tra...