multi-purpose conversational agent-based deep learning techniques for processing natural language queries

摘要

Patent Application: Multipurpose Conversational Agent-Based Deep Learning Techniques for Natural Language Query Processing "Systems and Methods for Multipurpose Conversational Agent-based Deep Learning Techniques for Natural Language Query Processing. Systems and Methods Traditional conversational systems provide conversational systems for processing natural language queries, but do not employ deep learning techniques and therefore cannot handle a large number of intentions, but embodiments of the present disclosure provide for multipurpose conversational agents. multipurpose for natural language techniques based on deep learning to process natural language queries by defining and logically integrating a plurality of components comprising multipurpose conversational agents, by identifying an appropriate agent to process one or more natural language queries by a high-level intention identification technique, prediction of a likely user intention, query sorting, and generation of a response set by querying or updating one or more knowledge graphs (322) .