Artificial intelligence system employing multimodal learning for analyzing entity record relationships

X Chen, L Wang, A Dutta - US Patent 11,423,072, 2022 - Google Patents
Respective text feature sets and non-text feature sets are generated corresponding to
individual pairs of a plurality of record pairs. At least one text feature is based on whether a …

Iterative machine learning based techniques for value-based defect analysis in large data sets

Y Xu, X Wang, M Wichterich - US Patent 11,620,558, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

Artificial intelligence system using unsupervised transfer learning for intra-cluster analysis

X Chen, Z Patel, K Liu, NA Navali, A Dutta - US Patent 11,514,321, 2022 - Google Patents
Entity record pairs are extracted from a selected cluster of entity records. Attribute value pairs
are obtained from the entity record pairs. Labels are assigned to the attribute value pairs …

Artificial intelligence system for translation-less similarity analysis in multi-language contexts

K Bouyarmane - US Patent 11,797,530, 2023 - Google Patents
A hierarchical embedding model is used to obtain respective language-agnostic
embeddings of entity records of a cross-language data set. A plurality of record …