Patent · US Active

System and method for natural language processing

US11182559B2 · kind B2 · utility

0Cited by

0References

18Claims

0Family size

Assignee

Siemens Aktiengesellschaft · DE

Inventors

Florian Büttner · Munich, DE
Yatin Chaudhary · Munich, DE
Pankaj Gupta · Palo Alto, US

Key dates

Filing date	Mar 26, 2019
Grant date	Nov 23, 2021
Priority date	—
Expiry date	Jan 30, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06F40/44
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

The invention refers to a natural language processing system configured for receiving an input sequence ci of input words representing a first sequence of words in a natural language of a first text and generating an output sequence of output words representing a second sequence of words in a natural language of a second text and modeled by a multinominal topic model, wherein the multinominal topic model is extended by an incorporation of full contextual information around each word vi, wherein both preceding words v<i and following words v>i around each word vi are captured by using a bi-directional language modelling and a feed-forward fashion, wherein position dependent forward hidden layers {right arrow over (h)}i and backward hidden layers i for each word vi are computed.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.