{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11983626","patent":{"patent_number":"US-11983626","title":"Method and apparatus for improving quality of attention-based sequence-to-sequence model","assignee":null,"inventors":[],"filing_date":"2020-12-02T00:00:00.000Z","publication_date":"2024-05-14T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G10L"],"num_claims":40,"abstract":"A method and apparatus for improving the quality of an attention-based sequence-to-sequence model. The method includes determining an output sequence corresponding to an input sequence based on an attention-based sequence-to-sequence model, selecting at least one target attention head from among a plurality of attention heads, detecting at least one error output token among output tokens constituting the output sequence based on the target attention head, and correcting the output sequence based on the error output token."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for improving quality of attention-based sequence-to-sequence model","description":"A method and apparatus for improving the quality of an attention-based sequence-to-sequence model. The method includes determining an output sequence corresponding to an input sequence based on an att","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11983626","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-11983626","citation_suggestion":"Patentable. \"Method and apparatus for improving quality of attention-based sequence-to-sequence model\" (US-11983626). https://patentable.app/patents/US-11983626","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11983626","json":"https://patentable.app/api/llm-context/US-11983626","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:02:37.553Z"}