Search Results - "Silva, Andres Garcia"

On the impact of knowledge-based linguistic annotations in the quality of scientific embeddings by Garcia-Silva, Andres, Denaux, Ronald, Gomez-Perez, Jose Manuel

“…In essence, embedding algorithms work by optimizing the distance between a word and its usual context in order to generate an embedding space that encodes the…”
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Enabling FAIR research in Earth Science through research objects by Garcia-Silva, Andres, Gomez-Perez, Jose Manuel, Palma, Raul, Krystek, Marcin, Mantovani, Simone, Foglini, Federica, Grande, Valentina, De Leo, Francesco, Salvi, Stefano, Trasatti, Elisa, Romaniello, Vito, Albani, Mirko, Silvagni, Cristiano, Leone, Rosemarie, Marelli, Fulvio, Albani, Sergio, Lazzarini, Michele, Napier, Hazel J., Glaves, Helen M., Aldridge, Timothy, Meertens, Charles, Boler, Fran, Loescher, Henry W., Laney, Christine, Genazzio, Melissa A., Crawl, Daniel, Altintas, Ilkay

“…Data-intensive science communities are progressively adopting FAIR practices that enhance the visibility of scientific breakthroughs and enable reuse. At the…”
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Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? by Garcia-Silva, Andres, Gomez-Perez, Jose Manuel

“…We investigate the self-attention mechanism of BERT in a fine-tuning scenario for the classification of scientific articles over a taxonomy of research…”
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On the Impact of Knowledge-based Linguistic Annotations in the Quality of Scientific Embeddings by Garcia-Silva, Andres, Denaux, Ronald, Gomez-Perez, Jose Manuel

“…In essence, embedding algorithms work by optimizing the distance between a word and its usual context in order to generate an embedding space that encodes the…”
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Understanding Transformers for Bot Detection in Twitter by Garcia-Silva, Andres, Berrio, Cristian, Gomez-Perez, Jose Manuel

“…In this paper we shed light on the impact of fine-tuning over social media data in the internal representations of neural language models. We focus on bot…”
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Towards a Human-Machine Scientific Partnership Based on Semantically Rich Research Objects by Gomez-Perez, Jose Manuel, Palma, Raul, Garcia-Silva, Andres

“…A research object is a single information unit encapsulating all the knowledge relevant to a particular scientific investigation, their associated metadata and…”
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A Research Object-Based Toolkit to Support the Earth Science Research Lifecycle by Palma, Raul, Garcia-Silva, Andres, Gomez-Perez, Jose Manuel, Krystek, Marcin

“…Data-intensive science disciplines, like Earth Science, are increasingly producing and consuming a variety of digital resources during the course of a…”
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Ensuring the Quality of Research Objects in the Earth Science Domain by Garcia-Silva, Andres, Palma, Raul, Gomez-Perez, Jose Manuel

“…Research objects were designed in data-intensive science under the premises of interoperability and machine-readability to describe scientific processes and…”
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Semantic Technologies and Text Analysis in Support of Scientific Knowledge Reuse by Garcia-Silva, Andres, Palma, Raul, Gomez-Perez, Jose Manuel

“…Research objects act as a semantically rich container of all the information that lead to a scientific result, and have the potential to change how data…”
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Making Metadata Fit for Next Generation Language Technology Platforms: The Metadata Schema of the European Language Grid by Labropoulou, Penny, Gkirtzou, Katerina, Gavriilidou, Maria, Deligiannis, Miltos, Galanis, Dimitrios, Piperidis, Stelios, Rehm, Georg, Berger, Maria, Mapelli, Valérie, Rigault, Mickaël, Arranz, Victoria, Choukri, Khalid, Backfried, Gerhard, Pérez, José Manuel Gómez, Silva, Andres Garcia

“…The current scientific and technological landscape is characterised by the increasing availability of data resources and processing tools and services. In this…”
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Supporting Research and Operational Earth Science Portals through ROHub by Palma, Raul, Krystek, Marcin, Gomez-Perez, Jose M., Garcia-Silva, Andres, Ferraresi, Sergio, Mantovani, Simone, Avolio, Serena, De Gioia, Sergio

“…Earth science disciplines are increasingly producing large amounts of heterogeneous data that needs to be accessed, integrated and processed during the course…”
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European Language Grid: An Overview by Rehm, Georg, Berger, Maria, Elsholz, Ela, Hegele, Stefanie, Kintzel, Florian, Marheinecke, Katrin, Piperidis, Stelios, Deligiannis, Miltos, Galanis, Dimitris, Gkirtzou, Katerina, Labropoulou, Penny, Bontcheva, Kalina, Jones, David, Roberts, Ian, Hajic, Jan, Hamrlová, Jana, Kačena, Lukáš, Choukri, Khalid, Arranz, Victoria, Vasiļjevs, Andrejs, Anvari, Orians, Lagzdiņš, Andis, Meļņika, Jūlija, Backfried, Gerhard, Dikici, Erinç, Janosik, Miroslav, Prinz, Katja, Prinz, Christoph, Stampler, Severin, Thomas-Aniola, Dorothea, Pérez, José Manuel Gómez, Silva, Andres Garcia, Berrío, Christian, Germann, Ulrich, Renals, Steve, Klejch, Ondrej

“…With 24 official EU and many additional languages, multilingualism in Europe and an inclusive Digital Single Market can only be enabled through Language…”
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Enabling FAIR Research in Earth Science through Research Objects by Garcia-Silva, Andres, Gomez-Perez, Jose Manuel, Palma, Raul, Krystek, Marcin, Mantovani, Simone, Foglini, Federica, Grande, Valentina, De Leo, Francesco, Salvi, Stefano, Trasati, Elisa, Romaniello, Vito, Albani, Mirko, Silvagni, Cristiano, Leone, Rosemarie, Marelli, Fulvio, Albani, Sergio, Lazzarini, Michele, Napier, Hazel J, Glaves, Helen M, Aldridge, Timothy, Meertens, Charles, Boler, Fran, Loescher, Henry W, Laney, Christine, Genazzio, Melissa A, Crawl, Daniel, Altintas, Ilkay

“…Data-intensive science communities are progressively adopting FAIR practices that enhance the visibility of scientific breakthroughs and enable reuse. At the…”
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SPACE-IDEAS: A Dataset for Salient Information Detection in Space Innovation by García-Silva, Andrés, Berrío, Cristian, Gómez-Pérez, José Manuel

“…Detecting salient parts in text using natural language processing has been widely used to mitigate the effects of information overflow. Nevertheless, most of…”
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Textual Entailment for Effective Triple Validation in Object Prediction by García-Silva, Andrés, Berrío, Cristian, Gómez-Pérez, José Manuel

“…Knowledge base population seeks to expand knowledge graphs with facts that are typically extracted from a text corpus. Recently, language models pretrained on…”
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Generating Quizzes to Support Training on Quality Management and Assurance in Space Science and Engineering by García-Silva, Andrés, Berrío, Cristian, Gómez-Pérez, José Manuel

“…Quality management and assurance is key for space agencies to guarantee the success of space missions, which are high-risk and extremely costly. In this paper,…”
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SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts by García-Silva, Andrés, Berrío, Cristian, Gómez-Pérez, José Manuel, Martínez-Heras, José Antonio, Donati, Alessandro, Roma, Ilaria

“…We present SpaceQA, to the best of our knowledge the first open-domain QA system in Space mission design. SpaceQA is part of an initiative by the European…”
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Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies by Gómez-Pérez, José Manuel, García-Silva, Andrés, Leone, Rosemarie, Albani, Mirko, Fontaine, Moritz, Poncet, Charles, Summerer, Leopold, Donati, Alessandro, Roma, Ilaria, Scaglioni, Stefano

“…The European Space Agency is well known as a powerful force for scientific discovery in numerous areas related to Space. The amount and depth of the knowledge…”
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