Publicación: NLU for integral management of watch functionalities
| dc.contributor.author | Úbeda Castañeda, María de las Nieves | |
| dc.contributor.director | Peñas, Anselmo | |
| dc.date.accessioned | 2024-05-20T12:27:04Z | |
| dc.date.available | 2024-05-20T12:27:04Z | |
| dc.date.issued | 2023 | |
| dc.description.abstract | Conversational assistants and chatbots have become popular tools that can quickly answer users' requests to help them solve simple tasks. One of the most important goals of a conversational assistant is to understand a user's intent, that is, NLU. To carry out this aim, intent classification is one of the most important tasks. Thus, this thesis aims to design and implement a benchmark to test different models that can be included for a intent recognition system in order to improve a stage that already exists in Aura (Telef´onica's virtual assistant). The resulting module can classify user utterances regarding watch actions. Recent advances in natural language by using labels from a predefined set of intents. The best model achieves an improvement of accuracy concerning the solution that is currently used by the company. | en |
| dc.description.version | versión final | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14468/14279 | |
| dc.language.iso | en | |
| dc.publisher | Universidad Nacional de Educación a Distancia (España). Escuela Técnica Superior de Ingeniería Informática. Departamento de Lenguajes y Sistemas Informáticos | |
| dc.relation.center | E.T.S. de Ingeniería Informática | |
| dc.relation.degree | Máster Universitario en Tecnologías del Lenguaje (UNED) | |
| dc.relation.department | Lenguajes y Sistemas Informáticos | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es | |
| dc.subject.keywords | Intent classification | |
| dc.subject.keywords | Machine Learning | |
| dc.subject.keywords | Natural Language Processing | |
| dc.subject.keywords | transformers | |
| dc.subject.keywords | classes | |
| dc.title | NLU for integral management of watch functionalities | es |
| dc.type | tesis de maestría | es |
| dc.type | master thesis | en |
| dspace.entity.type | Publication |