Applied Artificial Intelligence Technology for Using Natural Language Processing to Train a Natural Language Generation System with Respect to Numeric Style Features

Patent №

US 11,232,270

Granted

2022-01-25

Filed 2019

Owner

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

16444689

Disclosed herein is computer technology that applies natural language processing (NLP) techniques to training data to generate information used to train a natural language generation (NLG) system to produce output that stylistically resembles the training data. In this fashion, the NLG system can be readily trained with training data supplied by a user so that the NLG system is adapted to produce output that stylistically resembles such training data. In an example, an NLP system detects a plurality of linguistic features in the training data. These detected linguistic features are then aggregated into a specification data structure that is arranged for training the NLG system to produce natural language output that stylistically resembles the training data. Parameters in the specification data structure can be linked to objects in an ontology used by the NLG system to facilitate the training of the NLG system based on the detected linguistic features.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/30G06F 16/3344G06F 18/214G06F 40/205G06F 40/211G06F 40/253G06F 40/295G06N 5/01+8 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation1.00
Planning0.86
AI hardware0.86
Vision0.34
Evolutionary computation0.06
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