{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11514911","patent":{"patent_number":"US-11514911","title":"Reduced training for dialog systems using a database","assignee":null,"inventors":[],"filing_date":"2020-08-03T00:00:00.000Z","publication_date":"2022-11-29T00:00:00.000Z","cpc_codes":["G06F","G10L","G06F","G06F","G06F","G06F","G06N","G06N","G10L","G10L","G10L","G10L","G10L","G06N","G10L"],"num_claims":17,"abstract":"Techniques are described for training and executing a machine learning model using data derived from a database. A dialog system uses data from the database to generate related training data for natural language understanding applications. The generated training data is then used to train a machine learning model. This enables the dialog system to leverage a large amount of available data to speed up the training process as compared to conventional labeling techniques. The dialog system uses the trained machine learning model to identify a named entity from a received spoken utterance and generate and output a speech response based upon the identified named entity."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Reduced training for dialog systems using a database","description":"Techniques are described for training and executing a machine learning model using data derived from a database. A dialog system uses data from the database to generate related training data for natur","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11514911","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-11514911","citation_suggestion":"Patentable. \"Reduced training for dialog systems using a database\" (US-11514911). https://patentable.app/patents/US-11514911","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11514911","json":"https://patentable.app/api/llm-context/US-11514911","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:22:15.723Z"}