REDUCTION OF MEMORY USAGE IN FEATURE GENERATION

Patent №

US 9,984,064

Granted

2018-05-29

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14938040

An alignment of attributes is extracted from a pair of mentions in an annotated corpus. An annotated document is read from the annotated corpus. Three character string arrays (A, B, and C) are stored into a first TRIE. The character string arrays include character string representations of attributes of one or more first tokens, second tokens, and neighborhood tokens of mentions of the annotated document, respectively. The storing into the first TRIE obtains partial integer arrays (K, L, and M) that include identifiers corresponding to the attributes of the mentions. The partial integer arrays are stored into a second TRIE. The storing into the second TRIE obtains an identifier array (X) that includes three identifiers. The identifier array is stored into a third TRIE. The storing into the TRIE obtains one identifier of the alignment of attributes.

Machine learningNatural languageVisionPlanningAI hardwareG06F 40/295G06F 16/322G06F 40/126G06F 40/154G06F 40/242G06F 40/284G06F 40/30

AI classification

Natural language1.00
Planning1.00
Vision1.00
AI hardware0.95
Machine learning0.83
Knowledge representation0.06
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 370100370

Assignors

KUMAGAI, KEN, NAKAYAMA, AKIHIRO

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

From the same owner

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