{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11501086","patent":{"patent_number":"US-11501086","title":"Systems and methods for zero-shot, fast-generation and implementation of an intelligent virtual dialogue agent using one or more pre-trained machine learning-based language models and a response corpus","assignee":null,"inventors":[],"filing_date":"2022-04-03T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06N","G10L","H04L"],"num_claims":12,"abstract":"System and method of building a zero-shot training, machine learning-based virtual dialogue agent includes identifying a response corpus comprising a plurality of distinct response samples; providing the response corpus to a virtual agent generator; generating, by one or more pre-trained machine learning language models, a distinct embeddings inference for each of the plurality of distinct response samples; forming an embeddings-based architecture for response generation based on the distinct embeddings inference for each of the plurality of distinct response samples, wherein the embeddings-based architecture includes a mapping of the distinct embeddings inference for each of the plurality of distinct response samples to an n-dimensional space; instantiating a virtual dialogue agent based on receiving user stimuli; and computing, using the embeddings-based architecture, a response inference to the user stimuli, wherein the computed response inference is based on identifying one distinct embeddings inference of a distinct response sample of the response corpus."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for zero-shot, fast-generation and implementation of an intelligent virtual dialogue agent using one or more pre-trained machine learning-based language models and a response corpus","description":"System and method of building a zero-shot training, machine learning-based virtual dialogue agent includes identifying a response corpus comprising a plurality of distinct response samples; providing ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11501086","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-11501086","citation_suggestion":"Patentable. \"Systems and methods for zero-shot, fast-generation and implementation of an intelligent virtual dialogue agent using one or more pre-trained machine learning-based language models and a response corpus\" (US-11501086). https://patentable.app/patents/US-11501086","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11501086","json":"https://patentable.app/api/llm-context/US-11501086","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:22:13.173Z"}