Systems and methods for machine content generation

B Tran - US Patent 11,748,555, 2023 - Google Patents
Computerized systems and methods are disclosed to generate a document by providing a
document structure having one or more seed landmark texts therein, each landmark text …

Latent space and text-based generative adversarial networks (LATEXT-GANs) for text generation

MA Haidar, M Rezagholizadeh - US Patent 11,663,483, 2023 - Google Patents
GANs correspond to a mini-max two-player game where two models (eg, two artificial neural
networks) are trained simultaneously: a generative model G that captures data distribution …

Natural language processing

A Acharya, A Metallinou, R Goel, I Dhillon - US Patent 10,872,601, 2020 - Google Patents
A natural language understanding (NLU) system that uses a reduced dimensionality of word
embedding features to con figure compressed NLU models that use reduced computing …

Unsupervised text simplification using autoencoders with a constrained decoder

A Prakash, SS Al Hasan, OF Farri - US Patent App. 16/530,227, 2020 - Google Patents
A summary of various exemplary embodiments is presented below. Some simplifications
and omissions may be made in the following summary, which is intended to highlight and …

Automatically recreating lost storage volumes

J Long, MJ Vance, J King, DAL Stanton - US Patent 11,347,410, 2022 - Google Patents
A computing device, a non-transitory computer readable storage medium, and a method are
provided for automatically recreating lost storage volumes. A volume command including …

Text-based egotism level detection system and process for detecting egotism level in alpha-numeric textual information by way of artificial intelligence, deep learning …

M Rahmatian - US Patent 11,334,724, 2022 - Google Patents
A text-based egotism level detection system and a process for detecting egotism level in
alpha-numeric textual information via artificial intelligence (AI), deep learning, and natural …

Autoencoder-based generative adversarial networks for text generation

MA Haidar, M Rezagholizadeh - US Patent 11,423,282, 2022 - Google Patents
In accordance to embodiments, an encoder neural network is configured to receive a one-
hot representation of a real text and output a latent representation of the real text generated …