Cross-domain multi-task learning for text classification
(57) ABSTRACT A method includes providing input text to a plurality of multi-task learning
(MTL) models corresponding to a plu rality of domains. Each MTL model is trained to …
(MTL) models corresponding to a plu rality of domains. Each MTL model is trained to …
Taxonomic tree generation
AG Munoz, S Aparajit - US Patent 10,929,439, 2021 - Google Patents
(57) ABSTRACT A computing system generates a taxonomic tree for a domain in an
unsupervised manner (eg, without human intervention). Hierarchical structures of …
unsupervised manner (eg, without human intervention). Hierarchical structures of …
Topic modeling for short text
DK Agbemabiese, L Razoumov - US Patent 11,650,986, 2023 - Google Patents
US11650986B1 - Topic modeling for short text - Google Patents US11650986B1 - Topic
modeling for short text - Google Patents Topic modeling for short text Download PDF Info …
modeling for short text - Google Patents Topic modeling for short text Download PDF Info …
Generating hierarchical ontologies
M Moazzami, M Sankar, BM Oh, S Rishi… - US Patent …, 2024 - Google Patents
Described herein are embodiments for machine-generating and naming ontologies for for-
sale items. A neural network may be used to train information describing for-sale items into …
sale items. A neural network may be used to train information describing for-sale items into …
Domain-Specific Phrase Mining Method, Apparatus and Electronic Device
G Xijun, Z Liu, R Li, R Li, T Haihao - US Patent App. 17/574,671, 2022 - Google Patents
A domain-specific phrase mining method, apparatus and electronic device are provided. A
specific implementation includes: performing word vector conversion on a domain-specific …
specific implementation includes: performing word vector conversion on a domain-specific …
Natural language processing systems and methods for automatic reduction of false positives in domain discovery
GM Dalal, HJ Chang, A Mesdaq - US Patent 11,671,456, 2023 - Google Patents
This invention relates generally to network security and domain protection. More particularly,
this invention relates to systems, methods, and computer program products that leverage …
this invention relates to systems, methods, and computer program products that leverage …
Generating a domain-specific phrasal dictionary
DS Mansjur, SR Carrier, B Bull, A Hicks - US Patent 11,328,007, 2022 - Google Patents
Embodiments generally relate to the generation of a domain-specific phrasal dictionary. In
some embodiments, a method includes receiving text from a user, wherein the text includes …
some embodiments, a method includes receiving text from a user, wherein the text includes …