Search Results - "Sainz, Oscar"

Hydrodynamic Analysis of the WIND-Bos Spar Floating Offshore Wind Turbine by Hallak, Thiago S., Guedes Soares, C., Sainz, Oscar, Hernández, Sergio, Arévalo, Alfonso

“…The WIND-bos spar Floating Offshore Wind Turbine is studied both experimentally and numerically. The experimental model of the moored WIND-bos platform is…”
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Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models by Sainz, Oscar, Rigau, German

“…In this paper we present a system that exploits different pre-trained Language Models for assigning domain labels to WordNet synsets without any kind of…”
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What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories by Sainz, Oscar, de Lacalle, Oier Lopez, Agirre, Eneko, Rigau, German

“…Language Models are the core for almost any Natural Language Processing system nowadays. One of their particularities is their contextualized representations,…”
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Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis by Zubillaga, Mikel, Sainz, Oscar, Estarrona, Ainara, de Lacalle, Oier Lopez, Agirre, Eneko

“…Cross-lingual transfer-learning is widely used in Event Extraction for low-resource languages and involves a Multilingual Language Model that is trained in a…”
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NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark by Sainz, Oscar, Campos, Jon Ander, García-Ferrero, Iker, Etxaniz, Julen, de Lacalle, Oier Lopez, Agirre, Eneko

“…In this position paper, we argue that the classical evaluation on Natural Language Processing (NLP) tasks using annotated benchmarks is in trouble. The worst…”
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GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction by Sainz, Oscar, García-Ferrero, Iker, Agerri, Rodrigo, de Lacalle, Oier Lopez, Rigau, German, Agirre, Eneko

“…Large Language Models (LLMs) combined with instruction tuning have made significant progress when generalizing to unseen tasks. However, they have been less…”
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Latxa: An Open Language Model and Evaluation Suite for Basque by Etxaniz, Julen, Sainz, Oscar, Perez, Naiara, Aldabe, Itziar, Rigau, German, Agirre, Eneko, Ormazabal, Aitor, Artetxe, Mikel, Soroa, Aitor

“…Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14952--14972. 2024 We introduce Latxa, a…”
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IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases by García-Ferrero, Iker, Campos, Jon Ander, Sainz, Oscar, Salaberria, Ander, Roth, Dan

“…Named Entity Recognition (NER) is a core natural language processing task in which pre-trained language models have shown remarkable performance. However,…”
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Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning by Sainz, Oscar, Gonzalez-Dios, Itziar, de Lacalle, Oier Lopez, Min, Bonan, Agirre, Eneko

“…Recent work has shown that NLP tasks such as Relation Extraction (RE) can be recasted as Textual Entailment tasks using verbalizations, with strong performance…”
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ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations by Sainz, Oscar, Qiu, Haoling, de Lacalle, Oier Lopez, Agirre, Eneko, Min, Bonan

“…The current workflow for Information Extraction (IE) analysts involves the definition of the entities/relations of interest and a training corpus with…”
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Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction by Sainz, Oscar, de Lacalle, Oier Lopez, Labaka, Gorka, Barrena, Ander, Agirre, Eneko

“…Relation extraction systems require large amounts of labeled examples which are costly to annotate. In this work we reformulate relation extraction as an…”
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Data Contamination Report from the 2024 CONDA Shared Task by Sainz, Oscar, García-Ferrero, Iker, Jacovi, Alon, Campos, Jon Ander, Elazar, Yanai, Agirre, Eneko, Goldberg, Yoav, Chen, Wei-Lin, Chim, Jenny, Choshen, Leshem, D'Amico-Wong, Luca, Dell, Melissa, Fan, Run-Ze, Golchin, Shahriar, Li, Yucheng, Liu, Pengfei, Pahwa, Bhavish, Prabhu, Ameya, Sharma, Suryansh, Silcock, Emily, Solonko, Kateryna, Stap, David, Surdeanu, Mihai, Tseng, Yu-Min, Udandarao, Vishaal, Wang, Zengzhi, Xu, Ruijie, Yang, Jinglin

“…The 1st Workshop on Data Contamination (CONDA 2024) focuses on all relevant aspects of data contamination in natural language processing, where data…”
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Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey by Min, Bonan, Ross, Hayley, Sulem, Elior, Veyseh, Amir Pouran Ben, Nguyen, Thien Huu, Sainz, Oscar, Agirre, Eneko, Heinz, Ilana, Roth, Dan

“…Large, pre-trained transformer-based language models such as BERT have drastically changed the Natural Language Processing (NLP) field. We present a survey of…”
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Trastorno ciclotímico de inicio en la adolescencia: a propósito de un caso clínico by Alvarez Borillo, Judith, Mollà Roig, Paula, Yarnoz Goñi, Nora, Goñi Navarro, Ana, Bueno Sainz, Óscar

“…El trastorno bipolar (TB) es uno de los trastornos psiquiátricos con mayor tasa de heredabilidad, no solo de trastorno bipolar, sino también de otros…”
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Cocaína y síndrome de Ekbom: a propósito de un caso by Goñi- Navarro, Ana, Bueno- Sainz, Óscar, Álvarez- Borillo, Judith, Mollá- Roig, Paula, Campos-Ródenas, Ricardo, Yárnoz- Goñi, Nora

“…El delirio de parasitosis es un trastorno psicocutáneo caracterizado por la presencia de una convicción delirante de parasitación en el paciente. Se presenta…”
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El controvertido diagnóstico del trastorno de adicción a los videojuegos y la evolución del mismo durante la pandemia COVID-19: a propósito de un caso clínico by Bueno Sáinz, Óscar

“…El trastorno de adicción a los videojuegos ha generado en los últimos años unaimportante controversia, siendo incluido en las próximas ediciones de la CIE y…”
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Jugando en un espacio de fantasía: claves para elaborar una jornada de aventura en un Centro de Enseñanza by Caballero Blanco, Pablo, Sayago Zambrano, David, Domínguez Carrillo, Guadalupe, Pérez Sáinz, Óscar, Parra Boyero, Manual

“…Para sentir y llegar al corazón de lo que una jornada de aventura es, tenemos que recordar el niño que un día fuimos y mirar con los mágicos ojos de la…”
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