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Semantic and Syntactic Errors Detection Using NLP - Tapa blanda

Naga Swetha, D.

 
9786206737407: Semantic and Syntactic Errors Detection Using NLP
Tapa blanda
ISBN 10: 6206737403 ISBN 13: 9786206737407
Editorial: LAP LAMBERT Academic Publishing, 2023

Sinopsis

Syntactic analysis is the third phase of NLP. By its name, it can be easily understood that it is used to analyze syntax, sometimes known as syntax or parsing analysis. This step aims to extract precise, or dictionary-like, semantics from the text. Syntax analysis compares the text to formal grammar rules to determine its meaning. Standard LR parsers typically resolve syntax errors and their precise location poorly. A methodology is proposed which helps to locate where syntax errors occur, but also suggests possible changes to the token stream that can fix the error identified. This methodology finds syntax errors by checking if two language models “agree” on each token. If the models disagree, it indicates a possible syntax error; the methodology tries to suggest a fix by finding an alternative token sequence obtained from the models.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2023
Idioma
Inglés
ISBN 10 
6206737403
ISBN 13 
9786206737407
Encuadernación
Tapa blanda
Número de páginas
60
Contacto del fabricante
no disponible
Persona responsable
no disponible