Lifelong Knowledge Learning in Rule-based Dialogue Systems

Understand

One of the main weaknesses of current chatbots or dialogue systems is that they do not learn online during conversations after they are deployed.

• This is a major loss of opportunity.
• Clearly, each human user has a great deal of knowledge about the world that may be useful to others.
• If a chatbot can learn from their users during chatting, it will greatly expand its knowledge base and serve its users better.