Invention Grant
- Patent Title: Flexible-response dialogue system through analysis of semantic textual similarity
-
Application No.: US16259872Application Date: 2019-01-28
-
Publication No.: US10586532B1Publication Date: 2020-03-10
- Inventor: Pietro Cavallo , Olufemi Awomosu , Francesco Moramarco , April Tuesday Shen , Nils Hammerla
- Applicant: Babylon Partners Limited
- Applicant Address: GB London
- Assignee: Babylon Partners Limited
- Current Assignee: Babylon Partners Limited
- Current Assignee Address: GB London
- Agency: McDermott Will & Emery LLP
- Main IPC: G06F17/27
- IPC: G06F17/27 ; G10L15/18 ; G10L15/22

Abstract:
The disclosed system addresses a technical problem tied to computer technology and arising in the realm of computer memory capacity, namely the technical problem of providing a flexible response dialogue system that can be utilised for a variety of different types of dialogue without requiring the system to be specifically trained for each situation. This therefore avoids the need for large amounts of labelled training data for each type of dialogue (each potential conversation flow or subject area for the conversation). The disclosed system solves this technical problem by using semantic similarity to match a user's input to one of a set of predefined inputs (predefined user responses). Various mechanisms are implemented to provide disambiguation in the event of multiple potential matches for the input. By using semantic similarity, the user's response in unconstrained. This therefore provides a user interface that is more user-friendly.
Information query