Entity Disambiguation

Patent №

US 11,640,506

Granted

2023-05-02

Filed 2020

Owner

RUNTIME COLLECTIVE LIMITED

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16861564

Data characterizing a document including a target word and a plurality of potential meanings for the target word is received. A first set of context words is determined using a language model. The first set of context words is for the target word. A second set of context words is determined using a knowledge base and the language model. The second set of context words is for the plurality of potential meanings of the target word. A score is determined for each of the plurality of potential meanings by at least comparing the first set of context words and the second set of context words. A potential meaning selected from the plurality of potential meanings that has a highest score is selected as a disambiguation of the first word. Related apparatus, systems, techniques and articles are also described.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 40/295G06F 16/3347G06F 16/353G06F 16/93G06F 40/237G06F 40/30G06F 40/284

AI classification

Natural language1.00
Machine learning1.00
AI hardware0.97
Knowledge representation0.95
Planning0.83
Speech0.04
Evolutionary computation0.00
Vision0.00

Ownership

RUNTIME COLLECTIVE LIMITED

assignment · 525410630

Assignors

FIRAT, AYKUT, MUNAFF, KARIM ABDUL, BINGHAM, CHRISTOPHER

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

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