Multidimensional multistage k-NN classifiers for handwritten digit recognition. - Iratxe Soraluze Arriola; Clemente Rodríguez; Fernando Boto; Alicia Pérez (IWFHR, 2002)

An Incremental and Hierarchical K-NN Classifier for Handwritten Characters. - Clemente Rodríguez; Fernando Boto Sánchez; Iratxe Soraluze Arriola; Alicia Pérez (ICPR (3), 2002)

Finite State Transducers Based on k-TSS Grammars for Speech Translation. - Alicia Pérez; Francisco Casacuberta; M. Inés Torres; Víctor G. Guijarrubia (FSMNLP, 2005)

Towards the Improvement of Statistical Translation Models Using Linguistic Features. - Alicia Pérez; Inés Torres; Francisco Casacuberta (FinTAL, 2006)

Speech Translation with Phrase Based Stochastic Finite-State Transducers. - Alicia Pérez; María Inés Torres; Francisco Casacuberta (ICASSP (4), 2007)

Evaluation of alternatives on speech to sign language translation. - Rubén San Segundo; Alicia Pérez; Daniel Ortiz; Luis Fernando D'Haro; M. Inés Torres; Francisco Casacuberta (INTERSPEECH, 2007)

A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation. - Alicia Pérez; Víctor G. Guijarrubia; Raquel Justo; M. Inés Torres; Francisco Casacuberta (IWSLT, 2007)

An Integrated Architecture for Speech-Input Multi-Target Machine Translation. - Alicia Pérez; Maria-Teresa González; M. Inés Torres; Francisco Casacuberta (HLT-NAACL (Short Papers), 2007)

Speech-Input Multi-Target Machine Translation. - Alicia Pérez; Maria-Teresa González; M. Inés Torres; Francisco Casacuberta (WMT@ACL, 2007)

Joining linguistic and statistical methods for Spanish-to-Basque speech translation. - Alicia Pérez; M. Inés Torres; Francisco Casacuberta (Speech Commun., 2008)

Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases. - Raquel Justo; Alicia Pérez; M. Inés Torres; Francisco Casacuberta (CICLing, 2010)

A Multimodal Dialogue Interface. - Josu Doncel; Javier Mikel Olaso; Raquel Justo; Víctor G. Guijarrubia; Alicia Pérez; M. Inés Torres (DEXA Workshops, 2010)

Potential scope of a fully-integrated architecture for speech translation. - Alicia Pérez; María Inés Torres; Francisco Casacuberta (EAMT, 2010)

Exploiting morphology in speech translation with phrase-based finite-state transducers. - Alicia Pérez; M. Inés Torres; Francisco Casacuberta (SLTU, 2010)

Kiosco de información basado en un sistema de diálogo multimodal. - Josu Doncel; Javier Mikel Olaso; Raquel Justo; Víctor G. Guijarrubia; Alicia Pérez; M. Inés Torres (Proces. del Leng. Natural, 2010)

Impact of the Approaches Involved on Word-Graph Derivation from the ASR System. - Raquel Justo; Alicia Pérez; M. Inés Torres (IbPRIA, 2011)

First Approaches on Spanish Medical Record Classification Using Diagnostic Term to Class Transduction. - Arantza Casillas; Arantza Díaz de Ilarraza; Koldo Gojenola; Maite Oronoz; Alicia Pérez (FSMNLP, 2012)

Finite-State Acoustic and Translation Model Composition in Statistical Speech Translation: Empirical Assessment. - Alicia Pérez; M. Inés Torres; Francisco Casacuberta (FSMNLP, 2012)

EuskoParl: a speech and text Spanish-Basque parallel corpus. - Alicia Pérez; José M. Alcaide; M. Inés Torres (INTERSPEECH, 2012)

Automatic Annotation of Medical Records in Spanish with Disease, Drug and Substance Names. - Maite Oronoz; Arantza Casillas; Koldo Gojenola; Alicia Pérez (CIARP (2), 2013)

Adverse Drug Event prediction combining shallow analysis and machine learning. - Sara Santiso Gonzáles; Arantza Casillas; Alicia Pérez; Maite Oronoz; Koldo Gojenola (Louhi@EACL, 2014)

IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts. - Koldo Gojenola; Maite Oronoz; Alicia Pérez; Arantza Casillas (SemEval@COLING, 2014)

The aid of machine learning to overcome the classification of real health discharge reports written in Spanish. - Alicia Pérez; Arantza Casillas; Koldo Gojenola; Maite Oronoz; Nerea Aguirre; Estibaliz Amillano (Proces. del Leng. Natural, 2014)

Computer aided classification of diagnostic terms in spanish. - Alicia Pérez; Koldo Gojenola; Arantza Casillas; Maite Oronoz; Arantza Díaz de Ilarraza (Expert Syst. Appl., 2015)

On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions. - Maite Oronoz; Koldo Gojenola; Alicia Pérez; Arantza Díaz de Ilarraza; Arantza Casillas (J. Biomed. Informatics, 2015)

The impact of simple feature engineering in multilingual medical NER. - Rebecka Weegar; Arantza Casillas; Arantza Díaz de Ilarraza; Maite Oronoz; Alicia Pérez; Koldo Gojenola (ClinicalNLP@COLING 2016, 2016)

Clinical text mining for efficient extraction of drug-allergy reactions. - Arantza Casillas; Koldo Gojenola; Alicia Pérez; Maite Oronoz (BIBM, 2016)

IXAmed-IE: On-line medical entity identification and ADR event extraction in Spanish. - Arantza Casillas; Arantza Díaz de Ilarraza; K. Fernandez; Koldo Gojenola; Maite Oronoz; Alicia Pérez; Sara Santiso Gonzáles (BIBM, 2016)

Fully unsupervised low-dimensional representation of adverse drug reaction events through distributional semantics. - Alicia Pérez; Arantza Casillas; Koldo Gojenola (BioTxtM@COLING 2016, 2016)

Learning to extract adverse drug reaction events from electronic health records in Spanish. - Arantza Casillas; Alicia Pérez; Maite Oronoz; Koldo Gojenola; Sara Santiso Gonzáles (Expert Syst. Appl., 2016)

Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance. - L. Mendarte; Maite Oronoz; Javier Peral; Alicia Pérez (Proces. del Leng. Natural, 2016)

Document-level adverse drug reaction event extraction on electronic health records in Spanish. - Sara Santiso Gonzáles; Arantza Casillas; Alicia Pérez; Maite Oronoz; Koldo Gojenola (Proces. del Leng. Natural, 2016)

Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish. - Sara Santiso Gonzáles; Arantza Casillas; Alicia Pérez; Maite Oronoz (IWBBIO (1), 2017)

Semi-supervised medical entity recognition: A study on Spanish and Swedish clinical corpora. - Alicia Pérez; Rebecka Weegar; Arantza Casillas; Koldo Gojenola; Maite Oronoz; Hercules Dalianis (J. Biomed. Informatics, 2017)

Can I find information about rare diseases in some other language? - Mikel Laburu; Alicia Pérez; Arantza Casillas; Iakes Goenaga; Maite Oronoz (BIBM, 2018)

Deep Medical Entity Recognition for Swedish and Spanish. - Rebecka Weegar; Alicia Pérez; Arantza Casillas; Maite Oronoz (BIBM, 2018)

MAMTRA-MED at CLEF eHealth 2018: A Combination of Information Retrieval Techniques and Neural Networks for ICD-10 Coding of Death Certificates. - Mario Almagro; Soto Montalvo; Arantza Díaz de Ilarraza; Alicia Pérez (CLEF (Working Notes), 2018)

A Hybrid Approach For Automatic Disability Annotation. - Iakes Goenaga; Aitziber Atutxa; Koldo Gojenola; Arantza Casillas; Arantza Díaz de Ilarraza; Nerea Ezeiza; Maite Oronoz; Alicia Pérez; Olatz Perez-de-Viñaspre (IberEval@SEPLN, 2018)

Automatic Misogyny Identification Using Neural Networks. - Iakes Goenaga; Aitziber Atutxa; Koldo Gojenola; Arantza Casillas; Arantza Díaz de Ilarraza; Nerea Ezeiza; Maite Oronoz; Alicia Pérez; Olatz Perez-de-Viñaspre (IberEval@SEPLN, 2018)

Cardiology record multi-label classification using latent Dirichlet allocation. - Jorge Pérez 004; Alicia Pérez; Arantza Casillas; Koldo Gojenola (Comput. Methods Programs Biomed., 2018)

Inferred joint multigram models for medical term normalization according to ICD. - Alicia Pérez; Aitziber Atutxa; Arantza Casillas; Koldo Gojenola; Álvaro Sellart (Int. J. Medical Informatics, 2018)

Ensembles for clinical entity extraction. - Rebecka Weegar; Alicia Pérez; Hercules Dalianis; Koldo Gojenola; Arantza Casillas; Maite Oronoz (Proces. del Leng. Natural, 2018)

Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation. - Aitziber Atutxa; Alicia Pérez; Arantza Casillas (IEEE J. Biomed. Health Informatics, 2018)

IxaMed at eHealth-KD Challenge 2019: Using Different Paradigms to Solve Clinical Relation Extraction. - Iakes Goenaga; Sergio Santana; Sara Santiso Gonzáles; Koldo Gojenola; Alicia Pérez; Arantza Casillas (IberLEF@SEPLN, 2019)

Multi-label clinical document classification: Impact of label-density. - Alberto Blanco 001; Arantza Casillas; Alicia Pérez; Arantza Díaz de Ilarraza (Expert Syst. Appl., 2019)

The class imbalance problem detecting adverse drug reactions in electronic health records. - Sara Santiso Gonzáles; Arantza Casillas; Alicia Pérez (Health Informatics J., 2019)

Measuring the effect of different types of unsupervised word representations on Medical Named Entity Recognition. - Arantza Casillas; Nerea Ezeiza; Iakes Goenaga; Alicia Pérez; Xabier Soto (Int. J. Medical Informatics, 2019)

Smoothing dense spaces for improved relation extraction between drugs and adverse reactions. - Sara Santiso Gonzáles; Alicia Pérez; Arantza Casillas (Int. J. Medical Informatics, 2019)

Recent advances in Swedish and Spanish medical entity recognition in clinical texts using deep neural approaches. - Rebecka Weegar; Alicia Pérez; Arantza Casillas; Maite Oronoz (BMC Medical Informatics Decis. Mak., 2019)

Word embeddings for negation detection in health records written in Spanish. - Sara Santiso Gonzáles; Arantza Casillas; Alicia Pérez; Maite Oronoz (Soft Comput., 2019)

Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery. - Sara Santiso Gonzáles; Alicia Pérez; Arantza Casillas (IEEE J. Biomed. Health Informatics, 2019)

IXA-AAA at CLEF eHealth 2020 CodiEsp. Automatic Classification of Medical Records with Multi-label Classifiers and Similarity Match Coders. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (CLEF (Working Notes), 2020)

HapLap at eHealth-KD Challenge 2020. - Sergio Santana; Alicia Pérez; Arantza Casillas (IberLEF@SEPLN, 2020)

Extreme Multi-Label ICD Classification: Sensitivity to Hospital Service and Time. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (IEEE Access, 2020)

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity. - Alberto Blanco 001; Olatz Perez-de-Viñaspre; Alicia Pérez; Arantza Casillas (Comput. Methods Programs Biomed., 2020)

Neural negated entity recognition in Spanish electronic health records. - Sara Santiso Gonzáles; Alicia Pérez; Arantza Casillas; Maite Oronoz (J. Biomed. Informatics, 2020)

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (RANLP, 2021)

TREC 2021 Clinical Trials Submission for Universidad del País Vasco. - Jordan Koontz; Maite Oronoz; Alicia Pérez (TREC, 2021)

Verbal Autopsy: First Steps Towards Questionnaire Reduction. - Ander Cejudo; Owen Trigueros; Alicia Pérez; Arantza Casillas; Daniel Cobos (TDS, 2021)

Adverse Drug Reaction extraction: Tolerance to entity recognition errors and sub-domain variants. - Sara Santiso; Alicia Pérez; Arantza Casillas (Comput. Methods Programs Biomed., 2021)

Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas; Daniel Cobos (IEEE J. Biomed. Health Informatics, 2021)

Preliminary exploration of topic modelling representations for Electronic Health Records coding according to the International Classification of Diseases in Spanish. - Nuria Lebeña; Alberto Blanco 001; Alicia Pérez; Arantza Casillas (Expert Syst. Appl., 2022)

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention. - Owen Trigueros; Alberto Blanco 001; Nuria Lebeña; Arantza Casillas; Alicia Pérez (Int. J. Medical Informatics, 2022)

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish. - Alberto Blanco 001; Sonja Remmer; Alicia Pérez; Hercules Dalianis; Arantza Casillas (J. Biomed. Informatics, 2022)

Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. - Alberto Blanco 001; Alicia Pérez; Arantza Casillas (IEEE J. Biomed. Health Informatics, 2022)

State-of-the-Art in Language Technology and Language-centric Artificial Intelligence. - Rodrigo Agerri; Eneko Agirre; Itziar Aldabe; Nora Aranberri; Jose Maria Arriola; Aitziber Atutxa; Gorka Azkune; Jon Ander Campos; Arantza Casillas; Ainara Estarrona; Aritz Farwell; Iakes Goenaga; et al. (European Language Equality, 2022)

Representation Exploration and Deep Learning Applied to the Early Detection of Pathological Gambling Risks. - Xabier Larrayoz; Nuria Lebeña; Arantza Casillas; Alicia Pérez (CLEF (Working Notes), 2023)

OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators. - Juan Martínez-Romo; Lourdes Araujo; Xabier Larrayoz; Maite Oronoz; Alicia Pérez (CLEF (Working Notes), 2023)

Evaluating Data Augmentation for Medication Identification in Clinical Notes. - Jordan Koontz; Maite Oronoz; Alicia Pérez (RANLP, 2023)

Eating Disorders Detection by means of Deep Learning. - Xabier Larrayoz; Nuria Lebeña; Arantza Casillas; Alicia Pérez (IberLEF@SEPLN, 2023)

OBSER-MENH: Digital OBSERvatory of MENtal Health in Social Networks for Healthcare Institutions Based on Language Technologies. - Alicia Pérez; Maite Oronoz; Juan Martínez-Romo; Lourdes Araujo (SEPLN (Projects and Demonstrations), 2023)

Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic? - Ander Cejudo; Arantza Casillas; Alicia Pérez; Maite Oronoz; Daniel Cobos (Artif. Intell. Medicine, 2023)

Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation. - Jordan Koontz; Maite Oronoz; Alicia Pérez (BioNLP@ACL, 2024)

Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer. - Nuria Lebeña; Arantza Casillas; Alicia Pérez (ICBBB, 2024)

Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training. - Xabier Larrayoz; Arantza Casillas; Maite Oronoz; Alicia Pérez (IberLEF@SEPLN, 2024)

Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records. - Nuria Lebeña; Alicia Pérez; Arantza Casillas (Comput. Biol. Medicine, 2024)

Medical Prognosis from Electronic Health Records in Spanish. - Nuria Lebeña; Claudia Borg; Arantza Casillas; Alicia Pérez (AIME (1), 2025)

Clinical Federated Learning for Private ICD-10 Classification of Electronic Health Records from Several Spanish Hospitals. - Nuria Lebeña; Alberto Blanco 001; Arantza Casillas; Maite Oronoz; Alicia Pérez (Proces. del Leng. Natural, 2025)