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:
Feb. 11, 2025
Filed:
Aug. 30, 2022
Tencent America Llc, Palo Alto, CA (US);
Linfeng Song, Bellevue, WA (US);
TENCENT AMERICA LLC, Palo Alto, CA (US);
Abstract
A method, performed by at least one processor, and an apparatus for augmenting multi-turn text-to-SQL datasets is provided. The method and computer program code include generating an SQL-to-text model to converse with a text-to-SQL model, pre-training the SQL-to-text model and the text-to-SQL model based on input training data, sampling an SQL query as a goal query of an interaction between the SQL-to-text model and the text-to-SQL model, generating the interaction based on the goal query, a current utterance, previous utterances in the interaction, an SQL query from a preceding turn of the interaction, and a serialized database, filtering interactions based on a similarity score between the last turn of the interaction and the goal query, and re-training the SQL-to-text model and the text-to-SQL model based on the input training data and the filtered interactions.