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06/09/2023
HiTZ@Antidote: Argumentation-driven Explainable Artificial Intelligence for Digital Medicine
Providing high quality explanations for AI predictions based on machine ...
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04/27/2023
A Modular Approach for Multilingual Timex Detection and Normalization using Deep Learning and Grammar-based methods
Detecting and normalizing temporal expressions is an essential step for ...
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02/01/2023
On the Role of Morphological Information for Contextual Lemmatization
Lemmatization is a Natural Language Processing (NLP) task which consists...
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01/25/2023
Cross-lingual Argument Mining in the Medical Domain
Nowadays the medical domain is receiving more and more attention in appl...
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12/20/2022
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks
In the absence of readily available labeled data for a given task and la...
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12/16/2022
Lessons learned from the evaluation of Spanish Language Models
Given the impact of language models on the field of Natural Language Pro...
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10/23/2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings
Zero-resource cross-lingual transfer approaches aim to apply supervised ...
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10/19/2022
Leveraging a New Spanish Corpus for Multilingual and Crosslingual Metaphor Detection
The lack of wide coverage datasets annotated with everyday metaphorical ...
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10/11/2022
Relational Embeddings for Language Independent Stance Detection
The large majority of the research performed on stance detection has bee...
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05/03/2022
BasqueParl: A Bilingual Corpus of Basque Parliamentary Transcriptions
Parliamentary transcripts provide a valuable resource to understand the ...
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03/15/2022
Does Corpus Quality Really Matter for Low-Resource Languages?
The vast majority of non-English corpora are derived from automatically ...
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09/28/2021
Multilingual Counter Narrative Type Classification
The growing interest in employing counter narratives for hatred interven...
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01/28/2021
Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter
Popular social media networks provide the perfect environment to study t...
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03/31/2020
Multilingual Stance Detection: The Catalonia Independence Corpus
Stance detection aims to determine the attitude of a given text with res...
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03/31/2020
Give your Text Representation Models some Love: the Case for Basque
Word embeddings and pre-trained language models allow to build rich repr...
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01/17/2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings
This paper presents a new technique for creating monolingual and cross-l...
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01/28/2019
Language Independent Sequence Labelling for Opinion Target Extraction
In this research note we present a language independent system to model ...
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09/28/2018
Talaia: a Real time Monitor of Social Media and Digital Press
Talaia is a platform for monitoring social media and digital press. A co...
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02/07/2017
EliXa: A Modular and Flexible ABSA Platform
This paper presents a supervised Aspect Based Sentiment Analysis (ABSA) ...
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02/06/2017
Q-WordNet PPV: Simple, Robust and (almost) Unsupervised Generation of Polarity Lexicons for Multiple Languages
This paper presents a simple, robust and (almost) unsupervised dictionar...
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02/02/2017
Multilingual and Cross-lingual Timeline Extraction
In this paper we present an approach to extract ordered timelines of eve...
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01/31/2017