Search Results - "Agirre, Eneko"

Survey on evaluation methods for dialogue systems by Deriu, Jan, Rodrigo, Alvaro, Otegi, Arantxa, Echegoyen, Guillermo, Rosset, Sophie, Agirre, Eneko, Cieliebak, Mark

“…In this paper, we survey the methods and concepts developed for the evaluation of dialogue systems. Evaluation, in and of itself, is a crucial part during the…”
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Increased top-down semantic processing in natural speech linked to better reading in dyslexia by Klimovich-Gray, Anastasia, Di Liberto, Giovanni, Amoruso, Lucia, Barrena, Ander, Agirre, Eneko, Molinaro, Nicola

“…•Speech processing in dyslexia is supported by Semantic prediction.•Worse cortical tracking of the speech Envelope linked to worse phonological…”
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Reproducibility dataset for a large experimental survey on word embeddings and ontology-based methods for word similarity by Lastra-Díaz, Juan J., Goikoetxea, Josu, Hadj Taieb, Mohamed Ali, García-Serrano, Ana, Aouicha, Mohamed Ben, Agirre, Eneko

“…This data article introduces a reproducibility dataset with the aim of allowing the exact replication of all experiments, results and data tables introduced in…”
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Cross-Lingual Word Embeddings . ByAnders Søgaard, Ivan Vulić, Sebastian Ruder, Manaal Faruqui (University of Copenhagen, University of Cambridge, DeepMind, Google Assistant). Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 37), 2019, 132 pp; paperback, ISBN 9781681735725; ebook, ISBN 9781681730646; doi:10.2200/S00920ED2V01Y201904HLT042 by Agirre, Eneko

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Automatic Logical Forms improve fidelity in Table-to-Text generation by Alonso, Iñigo, Agirre, Eneko

“…Table-to-text systems generate natural language statements from structured data like tables. While end-to-end techniques suffer from low factual correctness…”
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Grounding spatial relations in text-only language models by Azkune, Gorka, Salaberria, Ander, Agirre, Eneko

“…This paper shows that text-only Language Models (LM) can learn to ground spatial relations like left of or below if they are provided with explicit location…”
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Towards zero-shot cross-lingual named entity disambiguation by Barrena, Ander, Soroa, Aitor, Agirre, Eneko

“…•Novel zero-shot cross-lingual Named Entity Disambiguation approach.•Robust system that does not require native prior probabilities.•Purpose-built multilingual…”
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Cross-environment activity recognition using word embeddings for sensor and activity representation by Azkune, Gorka, Almeida, Aitor, Agirre, Eneko

“…•We present a novel representation approach for sensors and activities in smart homes which captures the semantic information of those using neural word…”
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One Way or Another: Cortical Language Areas Flexibly Adapt Processing Strategies to Perceptual And Contextual Properties of Speech by Klimovich-Gray, Anastasia, Barrena, Ander, Agirre, Eneko, Molinaro, Nicola

“…Abstract Cortical circuits rely on the temporal regularities of speech to optimize signal parsing for sound-to-meaning mapping. Bottom-up speech analysis is…”
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Image captioning for effective use of language models in knowledge-based visual question answering by Salaberria, Ander, Azkune, Gorka, Lopez de Lacalle, Oier, Soroa, Aitor, Agirre, Eneko

“…Integrating outside knowledge for reasoning in visio-linguistic tasks such as visual question answering (VQA) is an open problem. Given that pretrained…”
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Bilingual embeddings with random walks over multilingual wordnets by Goikoetxea, Josu, Soroa, Aitor, Agirre, Eneko

“…Bilingual word embeddings represent words of two languages in the same space, and allow to transfer knowledge from one language to the other without machine…”
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Graph-based Word Sense Disambiguation of biomedical documents by Agirre, Eneko, Soroa, Aitor, Stevenson, Mark

“…Motivation: Word Sense Disambiguation (WSD), automatically identifying the meaning of ambiguous words in context, is an important stage of text processing…”
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Implementation of Battery Thermal Management System for High-Performance Electromobility Application: A Hybrid Cold Plate and Phase Change Material Approach by Gonzalez-Agirre, Eneko, Behi, Hamidreza, Gastelurrutia, Jon, Portillo-Valdes, Luis del, Kalogiannis, Theodoros, Berecibar, Maitane

“…The boost and strengthening of electromobility are only possible under the simultaneous development of energy storage systems along with their ancillary…”
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Do all roads lead to Rome? Understanding the role of initialization in iterative back-translation by Artetxe, Mikel, Labaka, Gorka, Casas, Noe, Agirre, Eneko

“…Back-translation provides a simple yet effective approach to exploit monolingual corpora in Neural Machine Translation (NMT). Its iterative variant, where two…”
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A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art by Lastra-Díaz, Juan J., Goikoetxea, Josu, Hadj Taieb, Mohamed Ali, García-Serrano, Ana, Ben Aouicha, Mohamed, Agirre, Eneko

“…Human similarity and relatedness judgements between concepts underlie most of cognitive capabilities, such as categorisation, memory, decision-making and…”
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Information retrieval and question answering: A case study on COVID-19 scientific literature by Otegi, Arantxa, San Vicente, Iñaki, Saralegi, Xabier, Peñas, Anselmo, Lozano, Borja, Agirre, Eneko

“…Biosanitary experts around the world are directing their efforts towards the study of COVID-19. This effort generates a large volume of scientific publications…”
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Improving search over Electronic Health Records using UMLS-based query expansion through random walks by Martinez, David, Otegi, Arantxa, Soroa, Aitor, Agirre, Eneko

“…[Display omitted] •We built a novel architecture for information retrieval of patient records.•Our main module applies Personalised PageRank to a large graph…”
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Inferring spatial relations from textual descriptions of images by Elu, Aitzol, Azkune, Gorka, de Lacalle, Oier Lopez, Arganda-Carreras, Ignacio, Soroa, Aitor, Agirre, Eneko

“…•A novel dataset (REC-COCO) for spatial inference from text, where textual tokens are linked to bounding boxes in images.•Experiments that prove the contextual…”
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Using knowledge-based relatedness for information retrieval by Otegi, Arantxa, Arregi, Xabier, Ansa, Olatz, Agirre, Eneko

“…Traditional information retrieval (IR) systems use keywords to index and retrieve documents. The limitations of keywords were recognized since the early days,…”
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Exploiting domain information for Word Sense Disambiguation of medical documents by Stevenson, Mark, Agirre, Eneko, Soroa, Aitor

“…Current techniques for knowledge-based Word Sense Disambiguation (WSD) of ambiguous biomedical terms rely on relations in the Unified Medical Language System…”
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