18474591. USING LANGUAGE MODELS TO VERIFY MAP DATA IN MAP GENERATION SYSTEMS AND APPLICATIONS (NVIDIA Corporation)
Contents
USING LANGUAGE MODELS TO VERIFY MAP DATA IN MAP GENERATION SYSTEMS AND APPLICATIONS
Organization Name
Inventor(s)
Denis Laprise of Palo Alto CA (US)
Mark Wheeler of Saratoga CA (US)
USING LANGUAGE MODELS TO VERIFY MAP DATA IN MAP GENERATION SYSTEMS AND APPLICATIONS
This abstract first appeared for US patent application 18474591 titled 'USING LANGUAGE MODELS TO VERIFY MAP DATA IN MAP GENERATION SYSTEMS AND APPLICATIONS
Original Abstract Submitted
Approaches presented herein provide for the performance of quality assurance-related tasks with respect to a representation of an environment, such as a set of generated map data. In particular, a language model can be used to generate a tokenized representation of a map using information such as the semantics, topology, and/or geometry determinable from the map data. A language model-generated representation can comply with real-world rules and constructs, and can account for omissions or errors in the input data based upon known relationships and semantics for various objects in the environment. One or more language models can be used to not only identify potential issues in the map data, but also to make recommendations for modifications and/or to generate plaintext descriptions of the issues, modifications, or recommendations to assist a human reviewer in addressing the issues.
