SEMANTIC PARSING FOR COMPLEX KNOWLEDGE EXTRACTION

Patent №

US 10,133,728

Granted

2018-11-20

Filed 2015

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14664760

The system that performs semantic parsing may automatically extract complex information from databases. Complex information may comprise nested event structures. In one example process, a processor may receive unannotated text and may access a natural-language database that includes nested events. The processor, in performing semantic parsing, may automatically generate syntactic trees that include annotations that represent the semantic information. In particular, the natural-language sentences and the database include nested event structures.

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Speech1.00
Evolutionary computation0.16
Vision0.09

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 352220461

Assignors

POON, HOIFUNG, TOUTANOVA, KRISTINA, PARIKH, ANKUR P.

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

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