GENERATING DISTRIBUTED WORD EMBEDDINGS USING STRUCTURED INFORMATION

Patent №

US 9,898,458

Granted

2018-02-20

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14707885

A computer program that uses structured information, such as syntactic and semantic information, as context for representing words and/or phrases as vectors, by performing the following steps: (i) receiving a first set of natural language text and a set of information pertaining to the first set of natural language text, where the information includes metadata and corresponding contextual information indicating a relationship between the metadata and the first set of natural language text; and (ii) generating a first vector representation for the first set of natural language text utilizing the metadata and its corresponding contextual information.

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.97
Speech0.97
Vision0.29
Planning0.23
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 356000291

Assignors

CROSS, JAMES H., III, FAN, JAMES J., XIANG, BING, ZHOU, BOWEN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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