{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11250841","patent":{"patent_number":"US-11250841","title":"Natural language generation, a hybrid sequence-to-sequence approach","assignee":null,"inventors":[],"filing_date":"2016-06-10T00:00:00.000Z","publication_date":"2022-02-15T00:00:00.000Z","cpc_codes":["G10L","G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G10L"],"num_claims":22,"abstract":"A method and method for natural language generation employ a natural language generation model which has been trained to assign an utterance label to a new text sequence, based on features extracted from the text sequence, such as parts-of-speech. The model assigns an utterance label to the new text sequence, based on the extracted features. The utterance label is used to guide the generation of a natural language utterance, such as a question, from the new text sequence. The system and method find application in dialog systems for generating utterances, to be sent to a user, from brief descriptions of problems or solutions in a knowledge base."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Natural language generation, a hybrid sequence-to-sequence approach","description":"A method and method for natural language generation employ a natural language generation model which has been trained to assign an utterance label to a new text sequence, based on features extracted f","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11250841","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-11250841","citation_suggestion":"Patentable. \"Natural language generation, a hybrid sequence-to-sequence approach\" (US-11250841). https://patentable.app/patents/US-11250841","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11250841","json":"https://patentable.app/api/llm-context/US-11250841","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T15:31:44.381Z"}