91 citations · 608 across the 41 of their papers we have counts for
43 papers
HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine
Rodrigo Agerri, Iñigo Alonso, Aitziber Atutxa +9
Providing high quality explanations for AI predictions based on machine learning is a challenging and complex task. To work well it requires, among other factors: selecting a prope…
A Modular Approach for Multilingual Timex Detection and Normalization using Deep Learning and Grammar-based methods
Nayla Escribano, German Rigau, Rodrigo Agerri
Detecting and normalizing temporal expressions is an essential step for many NLP tasks. While a variety of methods have been proposed for detection, best normalization approaches r…
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories
Oscar Sainz, Oier Lopez de Lacalle, Eneko Agirre +1
Language Models are the core for almost any Natural Language Processing system nowadays. One of their particularities is their contextualized representations, a game changer featur…
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks
Iker García-Ferrero, Rodrigo Agerri, German Rigau
In the absence of readily available labeled data for a given sequence labeling task and language, annotation projection has been proposed as one of the possible strategies to autom…
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
Iker García-Ferrero, Rodrigo Agerri, German Rigau
Zero-resource cross-lingual transfer approaches aim to apply supervised models from a source language to unlabelled target languages. In this paper we perform an in-depth study of…
Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnets
Xavier Gómez Guinovart, Itziar Gonzalez-Dios, Antoni Oliver +1
Language resources are necessary for language processing,but building them is costly, involves many researches from different areas and needs constant updating. In this paper, we d…