Natural language processing and its applications

• Michael Sutton ^[1] ; Antonio Garcia-Cabot ^[2] ; Eva Garcia-López ^[2] ; David de-Fitero Domínguez ^[2]
  1. [1] Massachusetts Institute of Technology

     Massachusetts Institute of Technology

     City of Cambridge, Estados Unidos

     
  2. [2] Universidad de Alcalá

     Universidad de Alcalá

     Alcalá de Henares, España

     
• Localización: ATICA2022: Aplicación de Tecnologías de la Información y Comunicaciones Avanzadas y Accesibilidad / coord. por Luis Bengochea Martínez, Paola Ingavélez Guerra, José Ramón Hilera González, 2023, ISBN 9788419745538, págs. 127-133
• Idioma: inglés
• Texto completo no disponible (Saber más ...)
• Resumen

  • This article intends to serve as an introduction to Natural Language Processing and its applications today in the field of Artificial Intelligence. It is a summary of the book “Practical Natural Language Processing” by Sowmya Vajjala et al, a book written to provide real-world knowledge and examples to bridge the gap between NLP used in industry and the NLP typically taught in other resources. The article starts by examining some of the foundational concepts necessary to understand Natural Language Processing, then goes on to look at some of the primary and essential applications of these concepts, and finally examines how these applications have evolved and are used together to carry out complex tasks in Artificial Intelligence. The article also looks at the different strategies used to implement Natural Language Processing tasks and their varying complexities, benefits and drawbacks, and when to utilize one strategy over another.