[EN] Language models and other recent machine learning paradigms blur the distinction between generative and discriminative tasks, in a continuum that is regulated by the degree of pre- and post-supervision that is required ...
[EN] In recent decades, research on supply chain management (SCM) has enabled companies to improve their environmental, social, and economic performance.This paper presents an industrial application of logistics that can ...
Pérez Martín, Ángel(Universitat Politècnica de València, 2024-09-10)
[ES] La creciente proporción de personas mayores en la sociedad actual presenta un reto considerable, especialmente en términos de su inclusión tecnológica. Este estudio se centró en mejorar la asistencia a este grupo ...
Rodas Lorente, Marc(Universitat Politècnica de València, 2023-12-27)
[ES] La industria textil ha evolucionado a lo largo de la historia desarrollando diversos avances tecnológicos con el fin de impulsar la calidad y el tiempo de producción de los tejidos. Concretamente, el proceso de tejido ...
[EN] The evaluation of Handwritten Text Recognition (HTR) systems has traditionally used metrics based on the edit distance between HTR and ground truth (GT) transcripts, at both the character and word levels. This is very ...
Labadie Tamayo, Roberto; Chulvi-Ferriols, María Alberta; Rosso, Paolo(Sociedad Española para el Procesamiento del Lenguaje Natural, 2023-09)
[ES] El humor es una estrategia eficiente para propagar prejuicios porque,
la mayoría de las veces, elude el juicio moral. Sin embargo, perpetúa estereotipos
y, al hacerlo, justifica actos discriminatorios. En HUHU roponemos ...
[EN] The histopathological classification of melanocytic tumours with spitzoid features remains a challenging task. We confront the complexities involved in the histological classification of these tumours by proposing ...
[EN] Deep learning is revolutionizing radiology report generation (RRG) with the adoption of vision encoder--decoder (VED) frameworks, which transform radiographs into detailed medical reports. Traditional methods, however, ...
Prieto, José Ramón; Andrés, José; GRANELL, EMILIO; Sánchez Peiró, Joan Andreu; Vidal, Enrique(Elsevier, 2023-08)
[EN] Document Image Understanding is a demanding Pattern Recognition problem that requires complex recognition models. This problem is even more difficult for document images with complicated layouts like tables, where the ...
[EN] Keyword Spotting (KWS) is here considered as a basic technology for Probabilistic Indexing (PrIx) of large collections of handwritten text images to allow fast textual access to the contents of these collections. Under ...
Sarvazyan, Areg Mikael; González, José Ángel; Franco-Salvador, Marc; Rangel, Francisco; Chulvi-Ferriols, María Alberta; Rosso, Paolo(Sociedad Española para el Procesamiento del Lenguaje Natural, 2023-09)
[EN] This paper presents the overview of the AuTexTification shared task as part of the IberLEF 2023 Workshop in Iberian Languages Evaluation Forum, within the framework of the SEPLN 2023 conference. AuTexTification consists ...
GRANELL, EMILIO; Romero, Verónica; Prieto, José Ramón; Andrés, José; Quirós, Lorenzo; Sánchez Peiró, Joan Andreu; Vidal, Enrique(Elsevier, 2023-06)
[EN] Processing automatically historical document images to allow the search of textual information requires the preparation of ground-truth data for training and evaluation. This process is an expensive and arduous task, ...
Golfe-San Martín, Alejandro; del Amor, Rocío; Colomer, Adrián; Sales, María A.; Terradez, Liria; Naranjo Ornedo, Valeriana(Elsevier, 2023-10)
[EN] Background and objective: Prostate cancer is one of the most common diseases affecting men. The main diagnostic and prognostic reference tool is the Gleason scoring system. An expert pathologist assigns a Gleason grade ...
Rodríguez José, Luis Carlo(Universitat Politècnica de València, 2024-09-10)
[ES] El diseño por contrato es una metodología de programación que requiere que el
programador proporcione, en tiempo de diseño, contratos (o anotaciones) que
definen el comportamiento del código. Los contratos tienen ...