Browsing Máster Universitario en Análisis y Procesamiento del Lenguaje by Author "LOPEZ DE LACALLE, OIER"
Now showing items 1-8 of 8
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End to end approach for i2b2 2012 challenge based on Cross-lingual models
Santamaría, Edgar Andrés (2020-11-26)BACKGROUND - We propose a Cross-lingual approach to i2b2 2012 challenge for Clinical Records focused on the temporal relations in clinical narratives. Corpus of discharge summaries annotated with temporal information was ... -
Entailment for Zero- and Few-Shot Text Classification in Catalan: Monolingual vs. Multilingual Resources and Task Transfer
Baucells de la Peña, Irene (2023-06-30)As the field of NLP continues to evolve and expand in industry, new tasks and languages emerge for which task-specific data for fine-tuning is often scarce or unavailable. Against this background, zero- and few-shot ... -
Exploration of aunnotation strategies for entailment-based Automatic Short Answer Grading
Egaña Azpiazu, Aner (2023-06-30)[EN] Recent work has shown that Automatic Short Answer Grading can effectively be reformulated as a Textual Entailment problem. In this work we show that this reformulation is also effective in zero-shot and few-shot ... -
Grounding Language Models for Compositional and Spatial Reasoning
Etxaniz Aragoneses, Julen (2023-06-30)Humans can learn to understand and process the distribution of space, and one of the initial tasks of Artificial Intelligence has been to show machines the relationships between space and the objects that appear in it. ... -
Hizkuntza Anitzeko Erlazio Semantikoen Erauzketa Medikuntzaren Domeinuan
Sainz, Oscar (2020-11-26)Aro digital honentan datu kopuru handiena textu gordin formatuan aurkitzen da. Datu horiekin lan egiteko Informazio Erauzketa (IE) bihurtzen da oinarri gaur egungo aplikazioetan. Hizkuntzaren prozesaketa automatikoko ... -
Natural Language Inference Models for Few-Shot Text Classification: A Real-World Perspective
Romero Mogrovejo, David Orlando (2023-06-30)[EN] Pivoting tasks as entailment problems have shown to be very effective in different applications like question answering and relation extraction. On the other hand, language models trained for entailment tasks have ... -
Neural natural language generation with unstructured contextual information
Gete Ugarte, Harritxu (2018-11-04)[EU] Lan honetan, hizkuntza naturalaren sorrera automatikoan informazio ez-egituratuaren esplotazioak izan dezakeen eragina aztertzen da. Bere helburu nagusia, sistema batek aurrez ikusi gabeko informazioa erabiliz testu ... -
Unsupervised methods to predict example difficulty in word sense annotation
Aceta Moreno, Cristina (2018-06)[EU]Hitzen Adiera Desanbiguazioa (HAD) Hizkuntzaren Prozesamenduko (HP) erronkarik handienetakoa da. Frogatu denez, HAD sistema ahalik eta arrakastatsuenak entrenatzeko, oso garrantzitsua da entrenatze-datuetatik adibide ...