Auto-Induced Semantic Classes

Advanced computer dialogue agents contain a natural language understanding component that requires knowledge of semantic classes and concepts. These are frequently generated manually for new tasks. We avoid this time-consuming procedure by using a two-step unsupervised clustering process.