The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 30, 2025
Filed:
Oct. 16, 2023
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Jacob Daniel Andreas, Somerville, MA (US);
Kaj Alexander Nelson Bostrom, Austin, TX (US);
Hao Fang, Seattle, WA (US);
Harsh Jhamtani, Redmond, WA (US);
Jason Michael Eisner, Baltimore, MD (US);
Benjamin David Van Durme, Baltimore, MD (US);
Patrick Aozhe Xia, Bellevue, WA (US);
Eui Chul Shin, San Francisco, CA (US);
Samuel Mcintire Thomson, Berkeley, CA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Implementations of semantic parsing using pre-trained language models are provided. One aspect includes a computing system for semantic parsing of natural language. The computing system comprises processing circuitry and memory containing instructions that, when executed, cause the processing circuitry to receive a request comprising a natural language utterance and generate a formal meaning representation using the natural language utterance and a language model comprising a semantic parser that has been prompted with training data generated by providing a dataset comprising a set of unlabeled programmatic scripts and a seed programmatic script, generating a set of parsed natural language descriptions by inputting the set of unlabeled programmatic scripts into an inverse semantic parser, generating a set of re-parsed programmatic scripts by inputting the set of parsed natural language descriptions into the semantic parser, and determining a set of labeled programmatic scripts by validating the set of re-parsed programmatic scripts.