Miguel Ángel Ríos-Gaona

Orcid: 0009-0000-6823-9032

Affiliations:
  • University of Vienna, Centre for Translation Studies, Austria
  • University of Amsterdam, Department of Medical Informatics, The Netherlands (former)
  • University of Leeds, Centre for Translation Studies, UK (former)
  • University of Wolverhampton, Research Group in Computational Linguistics, UK (PhD 2014)


According to our database1, Miguel Ángel Ríos-Gaona authored at least 31 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Instruction-tuned Large Language Models for Machine Translation in the Medical Domain.
Proceedings of Machine Translation Summit XX: MTSummit 2025, 2025

2024
Literacy in Digital Environments and Resources (LT-LiDER).
Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 2), 2024

Bayesian Hierarchical Modelling for Analysing the Effect of Speech Synthesis on Post-Editing Machine Translation.
Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), 2024

2023
Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal.
J. Biomed. Informatics, October, 2023

Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods.
BMC Bioinform., 2023

Quality Analysis of Multilingual Neural Machine Translation Systems and Reference Test Translations for the English-Romanian language pair in the Medical Domain.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

2022
Evaluating pointwise reliability of machine learning prediction.
J. Biomed. Informatics, 2022

Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels.
CoRR, 2022

Impact of Domain-Adapted Multilingual Neural Machine Translation in the Medical Domain.
CoRR, 2022

2021
Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift.
Proceedings of the Artificial Intelligence in Medicine, 2021

The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer.
Proceedings of the Artificial Intelligence in Medicine, 2021

2019
Latent Variable Model for Multi-modal Translation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Latent Visual Cues for Neural Machine Translation.
CoRR, 2018

Deep Generative Model for Joint Alignment and Word Representation.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017
The QT21 Combined Machine Translation System for English to Latvian.
Proceedings of the Second Conference on Machine Translation, 2017

2016
Language Adaptation for Extending Post-Editing Estimates for Closely Related Languages.
Prague Bull. Math. Linguistics, 2016

2015
Large Scale Translation Quality Estimation.
Proceedings of the 1st Deep Machine Translation Workshop, 2015

Obtaining SMT dictionaries for related languages.
Proceedings of the Eighth Workshop on Building and Using Comparable Corpora, 2015

2014
Methods for measuring semantic similarity of texts.
PhD thesis, 2014

UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Statistical Relational Learning to Recognise Textual Entailment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2012
Recognizing Textual Entailment with Similarity Metrics.
Res. Comput. Sci., 2012

Coreference Resolution: To What Extent Does It Help NLP Applications?
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

UOW: Semantically Informed Text Similarity.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Recognizing Textual Entailment with a Semantic Edit Distance Metric.
Proceedings of the 11th Mexican International Conference on Artificial Intelligence, 2012

2011
TINE: A Metric to Assess MT Adequacy.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Shallow Semantic Trees for SMT.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Improving Chunk-based Semantic Role Labeling with Lexical Features.
Proceedings of the Recent Advances in Natural Language Processing, 2011

2010
Recognizing Textual Entailment Using a Machine Learning Approach.
Proceedings of the Advances in Soft Computing, 2010

Recognizing Textual Entailment with Statistical Methods.
Proceedings of the Advances in Pattern Recognition, 2010

2008
Word Sense Disambiguation with the KORA-Q Algorithm.
Res. Comput. Sci., 2008


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