{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11967312","patent":{"patent_number":"US-11967312","title":"Method and apparatus for training semantic understanding model, electronic device, and storage medium","assignee":null,"inventors":[],"filing_date":"2021-10-15T00:00:00.000Z","publication_date":"2024-04-23T00:00:00.000Z","cpc_codes":["G10L","G06F","G06N","G10L","G10L","G10L"],"num_claims":20,"abstract":"This application provides a method for training a semantic understanding model, including: obtaining a first training sample set; performing denoising processing on the first training sample set to form a corresponding second training sample set; processing the second training sample set by using a semantic understanding model, to determine initial parameters of the semantic understanding model; processing the second training sample set by using the semantic understanding model in response to the initial parameters of the semantic understanding model, to determine update parameters of the semantic understanding model; and iteratively updating a semantic representation layer network parameter and a task-related output layer network parameter of the semantic understanding model by using the second training sample set and according to the update parameters of the semantic understanding model. This application further provides a method and apparatus for processing a semantic understanding model, an electronic device, and a storage medium."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for training semantic understanding model, electronic device, and storage medium","description":"This application provides a method for training a semantic understanding model, including: obtaining a first training sample set; performing denoising processing on the first training sample set to fo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11967312","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11967312","citation_suggestion":"Patentable. \"Method and apparatus for training semantic understanding model, electronic device, and storage medium\" (US-11967312). https://patentable.app/patents/US-11967312","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11967312","json":"https://patentable.app/api/llm-context/US-11967312","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T06:32:56.122Z"}