Abstraction of text summarization

R Paulus, W Kryscinski, C **ong - US Patent 10,909,157, 2021 - Google Patents
(57) ABSTRACT A system is disclosed for providing an abstractive summary of a source
textual document. The system includes an encoder, a decoder, and a fusion layer. The …

Dialogue system, a method of obtaining a response from a dialogue system, and a method of training a dialogue system

I Vulic, MS Henderson, PH Su, TH Wen… - US Patent …, 2023 - Google Patents
(57) ABSTRACT A method of obtaining a response to a query inputted by a user, the method
comprising: receiving a user inputted query; representing the user inputted query as a …

Dialogue system, a method of obtaining a response from a dialogue system, and a method of training a dialogue system

MS Henderson, PH Su, TH Wen, IC Perez… - US Patent …, 2021 - Google Patents
(57) ABSTRACT A method of obtaining a response to a query inputted by a user, the method
comprising: receiving a user inputted query; representing the user inputted query as a …

Query rephrasing using encoder neural network and decoder neural network

A Kumar, D Bonadiman - US Patent 11,580,145, 2023 - Google Patents
Natural language processing is a field of computer science, artificial intelligence, and
linguistics concerned with the interactions between computers and human languages …

Systems and methods for deep skip-gram network based text classification

H Fei, C Liu, Y Li, P Li - US Patent 11,494,615, 2022 - Google Patents
Described herein are embodiments for systems and methods to incorporate skip-gram
convolution to extract non-con secutive local n-gram patterns for comprehensive informa tion …

Method of and system for training machine learning algorithm to generate text summary

S Subramanian, R Li, J Pilault… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A method and a system for generating an abstractive sum mary of a
document using an abstractive machine learning algorithm (MLA) and a method and a …

Method for detecting deceptive e-commerce reviews based on sentiment-topic joint probability

JI Shujuan, D Luyu, C Zhang, Q Zhang, D Li - US Patent 11,100,283, 2021 - Google Patents
Provided is a method for detecting deceptive e-commerce reviews based on a sentiment-
topic joint probability, which belongs to the fields of natural language processing, data …

Cognitive adaptive real-time pictorial summary scenes

M Sewak, M Mutalikdesai, S Singh - US Patent 10,831,821, 2020 - Google Patents
Methods and systems for generating cognitive real-time pictorial summary scenes are
disclosed. A method includes: obtaining, by a computing device, a document; training, by the …

Summary obtaining method, apparatus, and device, and computer-readable storage medium

XX Wang, D Nie - US Patent 11,030,517, 2021 - Google Patents
visualization of searching results users can easily select information by using a high-quality
abstract or summary without browsing a large number of original searching results, to …

Method and system of utilizing unsupervised learning to improve text to content suggestions

X Zhang, J Li, F Wei, M Zhou, A Srivastava - US Patent 11,455,466, 2022 - Google Patents
A method and system for providing an application-specific embedding for an entire text-to-
content suggestions service is disclosed. The method includes accessing a dataset con …