Natural Language Processing (NLP) has become an essential tool for the automatic detection of violent language and unreliable information. The misuse of Information and Communication Technologies (ICTs) fosters the ge...
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In the realm of data sharing, effective data discovery is critical for fostering collaboration and innovation across organizations. Data spaces merge the interoperability and secure sharing features of data ecosystems...
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Electronic Health Records (EHRs) contain vast amounts of valuable information about patients’ diseases, diagnoses, or medications, mostly in an unstructured format. Recently, Large Language Models (LLMs), particularl...
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In this article, we present an investigation with its conclusions and results on the pivotal role of Natural Language Processing (NLP) technologies in the ongoing digital transformation of our society, specifically wi...
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The aim of this paper is to present a line of research focused on improving the knowledge represented in natural language processing tasks through the use of ontologies, combining these with machine learning technique...
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In this paper, we propose a data-efficient holistic method for layout analysis in the context of Optical Music Recognition (OMR). Our approach can be trained by just providing the number of staves present in the docum...
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Document binarization is a well-known process addressed in the document image analysis literature, which aims to isolate the ink information from the background. Current solutions use deep learning, which requires a g...
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Enteric fermentation contributes substantially to greenhouse gas emissions (GGEs) in agriculture, but may be reversible in the short-term. To date, numerous attempts have been made to model the environmental impact of...
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The field of human activity recognition has evolved significantly, driven largely by advancements in Internet of Things (IoT) device technology, particularly in personal devices. This study investigates the use of ult...
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Communicative intentions are one of the linguistic elements that usually determine the content of any message we want to express. However, regardless of the high precision Natural Language Processing (NLP) systems are...
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