García-Granada, Fernando; Calvo Lance, Marcos; Hurtado Oliver, Lluis Felip; Sanchís Arnal, Emilio; Segarra Soriano, Encarnación(Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2015-09)
[EN] In this paper, a study of different approaches to the problem of speech
understanding in restricted semantic domains is presented. Two systems based on
generative models are proposed and they are compared with a ...
This paper describes the Natural Language Engineering and
Pattern Recognition group (ELiRF) approaches and results
towards the Similar Segments of Social Speech Task of Me-
diaEval 2013. The task involves finding segments ...
In this paper, we present the systems that the Natural Language Engineering and Pattern Recognition group (ELiRF) has submitted to the MediaEval 2013 Spoken Web Search task. All of them are based on a Subsequence Dynamic ...
[EN] This paper describes the participation of the ELiRF research group of the Universitat Politècnica de
València in the TASS 2020 Workshop, framed within the XXXVI edition of the International Conference of the Spanish ...
[EN] This paper presents our system at the Radiology Report Summarization Shared Task-1B of the 22nd BioNLP Workshop 2023. Inspired by the work of the BioBART model, we continuously pre-trained a general domain BART model ...
[EN] Advancements in genomics have generated vast amounts of data, requiring efficient methods for exploring the relationships between genetic variants and diseases. This paper presents a pipeline approach that automatically ...
In this paper, we present an approach to Spoken Language Understanding, where the input to the semantic decoding process is a composition of multiple hypotheses provided by the Automatic Speech Recognition module. This ...
López Cuerva, Luis(Universitat Politècnica de València, 2023-10-05)
[ES] Las redes sociales son uno de los canales principales de difusión para los movimientos sociales, las protestas y la opinión pública. Entre las redes sociales más populares está Instagram, una red social enfocada en ...
[EN] In this paper, we present an extractive approach to document summarization, the Siamese Hierarchical Transformer Encoders system, that is based on the use of siamese neural networks and the transformer encoders which ...
This paper describes a method for handling multi-class and multi-label classification problems based on the support vector machine formalism. This method has been applied to the language identification problem in Twitter. ...
The interest of the incorporation of voice interfaces to the
Question Answering systems has increased in recent years. In this work,
we present an approach to the Automatic Speech Recognition component
of a Voice-Activated ...
Pastor Pellicer, Joan(Universitat Politècnica de València, 2012-05-25)
En los últimos años ha aumentado el interés de realizar tareas de Búsqueda de Respuesta utilizando voz en vez de sentencias escritas.
En este trabajo se presenta una aproximación para el sistema de Búsqueda de Respuesta ...
Arias Moncho, Jose(Universitat Politècnica de València, 2020-10-02)
[ES] En este trabajo se exploran modelos incontextuales y contextuales para generar representaciones vectoriales continuas de palabras y utilizarlas en tareas de procesamiento del lenguaje natural. En concreto, se estudia ...
Navarro Arenas, Miguel Ángel(Universitat Politècnica de València, 2023-10-18)
[ES] La depresión y el suicidio son dos temas que están a la orden del día y que preocupan
tanto a expertos como a la población en general. El término suicidio viene de las
expresiones latinas “sui” y “occidere” que ...
In this paper, we present an approach to multilingual Spoken Language Understanding based on a process of generalization of multiple translations, followed by a specific methodology to perform a semantic parsing of these ...
[EN] Most of the models proposed in the literature for abstractive summarization are generally suitable for the English language but not for other languages. Multilingual models were introduced to address that language ...
Rosso, Paolo; Hurtado Oliver, Lluis Felip; Segarra Soriano, Encarnación; Sanchís Arnal, Emilio(Institute of Electrical and Electronics Engineers (IEEE), 2012-01)
[EN] Question answering (QA) is probably one of the most challenging tasks in the field of natural language processing. It requires search engines that are capable of extracting concise, precise fragments of text that ...
Garrido Martínez, Javier(Universitat Politècnica de València, 2021-09-02)
[ES] Analizar el clima de crispación política de una sociedad es muy importante para
estudiar su comportamiento y sus reacciones. Cuando hablamos de crispación política
normalmente la asociamos a ciudadanos anónimos, ...
Laguna Bello, Sergio(Universitat Politècnica de València, 2015-03-26)
[ES] En este proyecto se realiza la integración de diversas tecnologías para la
construcción de un prototipo de un sistema de comprensión del habla multilingüe.
Además, se ha desarrollado el módulo de identificación de ...
Query-by-Example Spoken Term Detection (QbE STD) aims at retrieving data from a speech data repository given an
acoustic query containing the term of interest as input. Nowadays, it has been receiving much interest due ...