{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10509864","patent":{"patent_number":"US-10509864","title":"Language model translation and training method and apparatus","assignee":null,"inventors":[],"filing_date":"2018-04-09T00:00:00.000Z","publication_date":"2019-12-17T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G10L","G10L","G10L"],"num_claims":25,"abstract":"A language model training method and an apparatus using the language model training method are disclosed. The language model training method includes assigning a context vector to a target translation vector, obtaining feature vectors based on the target translation vector and the context vector, generating a representative vector representing the target translation vector using an attention mechanism for the feature vectors, and training a language model based on the target translation vector, the context vector, and the representative vector."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Language model translation and training method and apparatus","description":"A language model training method and an apparatus using the language model training method are disclosed. The language model training method includes assigning a context vector to a target translation","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10509864","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-10509864","citation_suggestion":"Patentable. \"Language model translation and training method and apparatus\" (US-10509864). https://patentable.app/patents/US-10509864","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10509864","json":"https://patentable.app/api/llm-context/US-10509864","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:37:57.730Z"}