Error Generation for a Grammar Checker in Basque: Correction and Detection

This work presents a method for automatic generation of grammatically incorrect sentences, which can later be used for training Neural Grammar Error Correction and Detection models. The quality of the generated synthetic data is also evaluated in this work by training and testing such models.

Detalles Bibliográficos
Autor: Méndez Amuchategui, Ariane
Tipo de recurso: tesis de maestría
Fecha de publicación:2022
País:España
Institución:Universidad del País Vasco
Repositorio:Addi. Archivo Digital para la Docencia y la Investigación
OAI Identifier:oai:addi.ehu.eus:10810/61820
Acceso en línea:http://hdl.handle.net/10810/61820
Access Level:acceso abierto
Palabra clave:neural grammar error detection
neural grammar error correction
synthetic data generation
Descripción
Sumario:This work presents a method for automatic generation of grammatically incorrect sentences, which can later be used for training Neural Grammar Error Correction and Detection models. The quality of the generated synthetic data is also evaluated in this work by training and testing such models.