no code implementations • RANLP 2021 • Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa
Edit-based text simplification systems have attained much attention in recent years due to their ability to produce simplification solutions that are interpretable, as well as requiring less training examples compared to traditional seq2seq systems.
no code implementations • GWC 2019 • Itziar Gonzalez-Dios
When teaching language for specific purposes (LSP) linguistic resources are needed to help students understand and write specialised texts.
no code implementations • EACL (GWC) 2021 • Cecilia Domingo, Tatiana Gonzalez-Ferrero, Itziar Gonzalez-Dios
Natural Language Processing tools and resources have been so far mainly created and trained for standard varieties of language.
1 code implementation • 3 May 2022 • Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre
In this work we show that entailment is also effective in Event Argument Extraction (EAE), reducing the need of manual annotation to 50% and 20% in ACE and WikiEvents respectively, while achieving the same performance as with full training.
no code implementations • 10 Sep 2021 • Kepa Bengoetxea, Itziar Gonzalez-Dios
In this paper, we present the MultiAzterTest tool: (i) an open source NLP tool which analyzes texts on over 125 measures of cohesion, language, and readability for English, Spanish and Basque, but whose architecture is designed to easily adapt other languages; (ii) readability assessment classifiers that improve the performance of Coh-Metrix in English, Coh-Metrix-Esp in Spanish and ErreXail in Basque; iii) a web tool.
no code implementations • 1 Jul 2021 • Xavier Gómez Guinovart, Itziar Gonzalez-Dios, Antoni Oliver, German Rigau
Language resources are necessary for language processing, but building them is costly, involves many researches from different areas and needs constant updating.
no code implementations • LREC 2020 • Itziar Gonzalez-Dios, Jon Alkorta
Wordnets are lexical databases where the semantic relations of words and concepts are established.
no code implementations • LREC 2020 • Kepa Bengoetxea, Itziar Gonzalez-Dios, Amaia Aguirregoitia
The ability to read and understand written texts plays an important role in education, above all in the last years of primary education.
no code implementations • LREC 2020 • Itziar Gonzalez-Dios, Javier Alvez, German Rigau
In this context, we propose a new semi-automatic approach to model the knowledge about properties and attributes in SUMO by exploiting the information encoded in WordNet adjectives and its mapping to SUMO.
no code implementations • GWC 2019 • Javier Álvez, Itziar Gonzalez-Dios, German Rigau
Our final objective is the extraction of some guidelines towards a better exploitation of this commonsense knowledge framework by the improvement of the included resources.
no code implementations • 14 Aug 2018 • Javier Álvez, Itziar Gonzalez-Dios, German Rigau
In this paper, we investigate the application of the Closed World Assumption (CWA) to enable a better exploitation of FOL ontologies by using state-of-the-art automated theorem provers.
no code implementations • COLING 2018 • Uxoa I{\~n}urrieta, Itziar Aduriz, Ainara Estarrona, Itziar Gonzalez-Dios, Antton Gurrutxaga, Ruben Urizar, I{\~n}aki Alegria
This paper presents a Basque corpus where Verbal Multiword Expressions (VMWEs) were annotated following universal guidelines.
no code implementations • 20 May 2018 • Javier Álvez, Itziar Gonzalez-Dios, German Rigau
In this paper, we report on the practical application of a novel approach for validating the knowledge of WordNet using Adimen-SUMO.
no code implementations • WS 2016 • Itziar Gonzalez-Dios, Mar{\'\i}a Jes{\'u}s Aranzabe, Arantza D{\'\i}az de Ilarraza
In this paper, we present a comparative analysis of statistically predictive syntactic features of complexity and the treatment of these features by humans when simplifying texts.