Search Results - "Goenaga, Iakes"

Advances in monolingual and crosslingual automatic disability annotation in Spanish by Goenaga, Iakes, Andres, Edgar, Gojenola, Koldo, Atutxa, Aitziber

“…Unlike diseases, automatic recognition of disabilities has not received the same attention in the area of medical NLP. Progress in this direction is hampered…”
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Explanatory argument extraction of correct answers in resident medical exams by Goenaga, Iakes, Atutxa, Aitziber, Gojenola, Koldo, Oronoz, Maite, Agerri, Rodrigo

“…Developing technology to assist medical experts in their everyday decision-making is currently a hot topic in the field of Artificial Intelligence (AI). This…”
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A section identification tool: Towards HL7 CDA/CCR standardization in Spanish discharge summaries by Goenaga, Iakes, Lahuerta, Xabier, Atutxa, Aitziber, Gojenola, Koldo

“…Nowadays, with the digitalization of healthcare systems, huge amounts of clinical narratives are available. However, despite the wealth of information…”
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Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition by Casillas, Arantza, Ezeiza, Nerea, Goenaga, Iakes, Pérez, Alicia, Soto, Xabier

“…•Medical Entity Recognition is crucial for accurate clinical text processing.•Our approach implements neural networks and word embeddings.•The focus is on…”
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Explanatory Argument Extraction of Correct Answers in Resident Medical Exams by Goenaga, Iakes, Atutxa, Aitziber, Gojenola, Koldo, Oronoz, Maite, Agerri, Rodrigo

“…Developing the required technology to assist medical experts in their everyday activities is currently a hot topic in the Artificial Intelligence research…”
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Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments by De la Iglesia, Iker, Goenaga, Iakes, Ramirez-Romero, Johanna, Villa-Gonzalez, Jose Maria, Goikoetxea, Josu, Barrena, Ander

“…Evaluating LLM-generated text has become a key challenge, especially in domain-specific contexts like the medical field. This work introduces a novel…”
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HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine by Agerri, Rodrigo, Alonso, Iñigo, Atutxa, Aitziber, Berrondo, Ander, Estarrona, Ainara, Garcia-Ferrero, Iker, Goenaga, Iakes, Gojenola, Koldo, Oronoz, Maite, Perez-Tejedor, Igor, Rigau, German, Yeginbergenova, Anar

“…Providing high quality explanations for AI predictions based on machine learning is a challenging and complex task. To work well it requires, among other…”
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Can I find information about rare diseases in some other language? by Laburu, Mikel, Perez, Alicia, Casillas, Arantza, Goenaga, Iakes, Oronoz, Maite

“…Natural Language Processing (NLP) is a field that joins computer science and linguistics in an attempt to mimic, artificially, human language understanding…”
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