CSC 306 - Natural Language Processing

Course Units: 1

Computer programs that process human language have become increasingly common (such as machine translation, automatic summarization and generation of news, chatbots). In this class you will learn about common techniques currently used by natural language processing applications. This includes discussion of classification techniques, n-gram as well as neural language models, vector semantics, sequence labeling using hidden Markov-models and neural neural networks, fine-tuning neural networks for transfer learning,
dependency parsing.