SEARCH PLATFORM FOR UNSTRUCTURED INTERACTION SUMMARIES

Patent №

US 11,620,319

Granted

2023-04-04

Filed 2021

Owner

CAPITAL ONE SERVICES, LLC

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17319940

Systems, methods, and computer program products for search platforms for unstructured interaction summaries. An application executing on a processor may receive a query comprising a term. The application may generate, based on an embedding vector and the term, an expanded query comprising a plurality of additional terms. The application may generate, based on a term frequency inverse document frequency model, a vector for the expanded query and generate an entity vector for the query. The application may generate a combined vector for the query based on the entity vector and the vector for the expanded query. The application may compute, based on the combined vector for the query and a feature matrix of a corpus, a respective cosine similarity score for a plurality of results in the corpus. The application may return one or more of the plurality of results as responsive to the query based on the similarity scores.

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Planning0.99
Knowledge representation0.98
Vision0.77
Speech0.02
Evolutionary computation0.01

Ownership

CAPITAL ONE SERVICES, LLC

assignment · 562350483

Assignors

RAMAMOHAN, DEEPAK

On an employer assignment, the assignors are typically the inventors.

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