Generation of language understanding systems and methods

Generation of language understanding systems and methods

Domain-specific language understanding models that may be built, tested and improved quickly and efficiently are provided. Methods, systems and devices are provided that enable a developer to build user intent detection models, language entity extraction models, and language entity resolution models...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kolobov, Andrey, Williams, Jason Douglas, Dasigi, Pradeep, Garcia Jurado Suarez, Carlos, Chickering, David Maxwell, Lakshmiratan, Aparna, Niraula, Nobal Bikram, Zweig, Geoffrey G
Format: Patent
Sprache:eng
Schlagworte:
ACOUSTICS
MUSICAL INSTRUMENTS
PHYSICS
SPEECH ANALYSIS OR SYNTHESIS
SPEECH OR AUDIO CODING OR DECODING
SPEECH OR VOICE PROCESSING
SPEECH RECOGNITION
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Beschreibung
Zusammenfassung:Domain-specific language understanding models that may be built, tested and improved quickly and efficiently are provided. Methods, systems and devices are provided that enable a developer to build user intent detection models, language entity extraction models, and language entity resolution models quickly and without specialized machine learning knowledge. These models may be built and implemented via single model systems that enable the models to be built in isolation or in an end-to-end pipeline system that enables the models to be built and improved in a simultaneous manner.