The TRIPS project is a long-term research to build generic technology for dialogue (both spoken and 'chat') systems, which includes natural language processing, collaborative problem solving, and dynamic context-sensitive language modeling.
PLOW agent is a system that learns executable task models from a single collaborative learning session, which integrates wide AI technologies include deep natural language understanding, knowledge representation and reasoning, dialogue systems, planning/agent-based systems, and machine learning.