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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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02/07/2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories
Language Models are the core for almost any Natural Language Processing ...
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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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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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07/01/2021
Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnets
Language resources are necessary for language processing,but building th...
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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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01/07/2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models
In this paper we present a system that exploits different pre-trained La...
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04/02/2020
NUBES: A Corpus of Negation and Uncertainty in Spanish Clinical Texts
This paper introduces the first version of the NUBes corpus (Negation an...
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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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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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09/05/2019
Commonsense Reasoning Using WordNet and SUMO: a Detailed Analysis
We describe a detailed analysis of a sample of large benchmark of common...
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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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08/14/2018
Applying the Closed World Assumption to SUMO-based Ontologies
In commonsense knowledge representation, the Open World Assumption is ad...
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05/20/2018
Validating WordNet Meronymy Relations using Adimen-SUMO
In this paper, we report on the practical application of a novel approac...
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02/08/2018
Biomedical term normalization of EHRs with UMLS
This paper presents a novel prototype for biomedical term normalization ...
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05/29/2017
Automatic White-Box Testing of First-Order Logic Ontologies
A long-standing dream of Artificial Intelligence (AI) has pursued to enc...
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05/29/2017
Black-box Testing of First-Order Logic Ontologies Using WordNet
A long-standing dream of Artificial Intelligence (AI) has pursued to enr...
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05/22/2017
W2VLDA: Almost Unsupervised System for Aspect Based Sentiment Analysis
With the increase of online customer opinions in specialised websites an...
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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
Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features
We present a multilingual Named Entity Recognition approach based on a r...
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10/16/2015
Evaluating the Competency of a First-Order Ontology
We report on the results of evaluating the competency of a first-order o...
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10/16/2015
Improving the Competency of First-Order Ontologies
We introduce a new framework to evaluate and improve first-order (FO) on...
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09/22/2000
A Comparison between Supervised Learning Algorithms for Word Sense Disambiguation
This paper describes a set of comparative experiments, including cross-c...
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07/07/2000
Naive Bayes and Exemplar-Based approaches to Word Sense Disambiguation Revisited
This paper describes an experimental comparison between two standard sup...
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07/07/2000
Boosting Applied to Word Sense Disambiguation
In this paper Schapire and Singer's AdaBoost.MH boosting algorithm is ap...
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06/29/2000
Semantic Parsing based on Verbal Subcategorization
The aim of this work is to explore new methodologies on Semantic Parsing...
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06/29/2000