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Argitalpenak

2014

Alicia Pérez, Arantza Casillas, Koldo Gojenola, Maite Oronoz, Nerea Aguirre, Estibaliz Amillano 2014
The aid of machine learning to overcome the classification of real health discharge reports written in Spanish
Revista de Procesamiento de Lenguaje Natural (ISSN: 1135-5948)

Casillas A., Gojenola K., Oronoz M., Perez A. 2014
IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts
Semeval 2014 (Coling workshop). Analysis of Clinical Texts. ISBN 978-1-941643-24-2. Pages 361-365

Iruskieta M., Díaz de Ilarraza A., Lersundi M. 2014
The annotation of the Central Unit in Rhetorical Structure Trees: A Key Step in Annotating Rhetorical Relations
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers: 466?475, Dublin, Ireland, August 23-29. Dublin City University and ACL. http://www.aclweb.org/anthology/C14-1045. ISBN: 978-1-941643-26-6

Itziar Gonzalez-Dios, María Jesús Aranzabe, Arantza Díaz de Ilarraza, Haritz Salaberri 2014
Simple or Complex? Assessing the readability of Basque Texts
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. 334--344, Dublin City University and Association for Computational Linguistics, Dublin (Ireland). ISBN: 978-1-941643-26-6

Casillas A., Gojenola K., Oronoz M., Perez A., Santiso S. 2014
Adverse Drug Event prediction combining shallow analysis and machine learning
Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis (Louhi). EACL 2014, pages 85?89, Gothenburg, Sweden, April 26-30 2014

Rodrigo Agerri, Xabier Artola, Zuhaitz Beloki, German Rigau, Aitor Soroa. 2014
Big data for Natural Language Processing: A streaming approach.
Knowledge-Based Systems. Vol.79, pages 36-42. http://dx.doi.org/10.1016/j.knosys.2014.11.007.

2015

Casillas A., Díaz de Ilarraza A., Gojenola K., Oronoz M., Perez A. 2015
Computer aided classification of diagnostic terms in Spanish
Expert Systems with Applications (ISSN: 0957-4174)

Andres Duque, Juan Martinez-Romo,Lourdes Araujo.2015
Choosing the best dictionary for Cross-Lingual Word Sense Disambiguation.
Knowledge-Based systems, 81, pag 65-75

Andres Duque Fernandez, Lourdes Araujo, Juan Martinez-Romo. 2015
CO-graph: A new graph-based technique for cross-lingual word sense disambiguation.
Natural Language Engineering 21 (5): 743-772

Andrés Duque Fernandez , Juán Martinez-Romo , Lourdes Araujo . 2015
Extracción no supervisada de relaciones entre medicaméntos y efectos adversos.
Revista de Procesamiento del Lenguaje Natural 55 : 83-90

Lourdes Araujo, Juan Martinez-Romo , Andrés Duque Fernandez. 2015
Grammatical Evolution for Identifying Wikipedia Taxonomies.
GECCO (Companion) : 1345-1346

Carlos Valmaseda, Juan Martinez-Romo y Lourdes Araujo. 2015
Anotación Automática de Discapacidades en Documentos Científicos de Medicina
SEPLN 2015. Actas de póster.

Maite Oronoz, Koldo Gojenola, Alicia Pérez, Arantza Díaz de Ilarraza, Arantza Casillas 2015
On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions
Journal of Biomedical Informatics, Volume 56, August 2015, Pages 318?332, doi:10.1016/j.jbi.2015.06.016

Iruskieta M., Diaz de Ilarraza A., Lersundi M. 2015
Establishing criteria for RST-based discourse segmentation and annotation for texts in Basque
Corpus Linguistics and Linguistic Theory (CLLT) Volume 11, Issue 2, Pages 303?334, ISSN (Online) 1613-7035, ISSN (Print) 1613-7027, DOI: 10.1515/cllt-2013-0008,

Soto Montalvo, Raquel Martínez, Víctor Fresno.
Quality prediction of multilingual news clustering: An experimental study.
J. Information Science 41(4): 518-530 (2015)

Víctor Fresno, Arkaitz Zubiaga, Heng Ji, Raquel Martínez. Exploiting Geolocation, User and Temporal Information for Natural Hazards Monitoring in Twitter.
Procesamiento del Lenguaje Natural 54: 85-92 (2015)

Zelaia A., Arregi O., Sierra B. (2015).
Combining Singular Value Decomposition and a multi-classifier: A new approach to support coreference resolution.
Engineering Applications of Artificial Intelligence. Volume 46, Part A, November 2015, Pages 279-286. ISSN: 0952-1976

2016
Soraluze A., Arregi O., Arregi X., Díaz de Ilarraza A., Kabadjov M., Poesio M. (2016).
Coreference Resolution for the Basque Language with BART.
Proceedings of the Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2016), co-located with NAACL 2016, pages 67-73, San Diego, California, June 16, 2016. ISBN: 978-1-941643-90-7

Soraluze A., Arregi O., Arregi X., Diaz de Ilarraza A. (2016).
Improving Mention Detection for Basque Based on a Deep Error Analysis.
Natural Language Engineering (7 2016), pp. 1-34.

Casillas A., Pérez A., Oronoz M., Gojenola K., Santiso S. (2016).
Learning to extract adverse drug reaction events from electronic health records in Spanish.
Expert Systems with Applications, Volume 61, 1 November 2016, Pages 235-245.

Rebecka Weegar, Arantza Casillas, Arantza Diaz de Ilarraza, Maite Oronoz, Alicia Pérez, Koldo Gojenola (2016).
The impact of simple feature engineering in multilingual medical NER.
Coling (Clinical NLP Workshop), Osaka, Japan, December 11-17, 2016.

Arantza Casillas, Arantza Díaz de Ilarraza, Koldo Gojenola, Luis Mendarte, Maite Oronoz, Javier Peral, Alicia Perez (2016).
Deteami research-transference project: natural language processing technologies to the aid of pharmacy and pharmacosurveillance.
Procesamiento del Lenguaje Natural, 57, 155-158.

Uxoa Iñurrieta, Arantza Díaz de Ilarraza, Gorka Labaka, Kepa Sarasola, Itziar Aduriz, John Carroll. (2016).
Using Linguistic Data for English and Spanish Verb-Noun Combination Identification.
Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016). ISBN: 978-4-87974-702-0.

Arantza Casillas, Koldo Gojenola, Alicia Pérez, Maite Oronoz (2016).
Clinical text mining for efficient extraction of drug-allergy reactions.
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Shenzhen, China, Dec 15-18.

Arantza Casillas, Arantza Diaz de Ilarraza, Kike Fernandez, Koldo Gojenola, Maite Oronoz, Alicia Perez, Sara Santiso (2016).
IXAmed-IE: on-line medical entity identification and ADR event extraction in Spanish.
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Shenzhen, China, Dec 15-18, 2016.

Santiso S., Casillas A., Pérez A., Oronoz M., Gojenola K. (2016).
Document-level adverse drug reaction event extraction on electronic health records in Spanish.
Procesamiento del Lenguaje Natural, 56, 49-56.

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

J. Santamaría, L. Araujo.
Pattern-based unsupervised parsing method.
Natural Language Engineering. 397--422. 2016.

S. Montalvo, R. Martínez, L. Capillos, A. Delgado, V. Fresno, F. Verdejo.
MC4WEPS: a multilingual corpus for Web people search disambiguation.
Language Resources and Evaluation. 2016.



A. García-Plaza, V. Fresno, R. Martínez, A. Zubiaga.
Using Fuzzy Logic to Leverage HTML Markup for Web Page Representation.
IEEE Transactions on Fuzzy Systems. 2016.

A. Delgado, R. Martíinez, S. Montalvo, V. Fresno.
Tratamiento de Redes Sociales en Desambiguación de Nombres de Persona en la Web.
Procesamiento del Lenguaje Natural. 117--124. 2016.

Andrés Duque Fernandez, Juan Martinez-Romo, Lourdes Araujo.
Can multilinguality improve Biomedical Word Sense Disambiguation?
Journal of Biomedical Informatics 64: 320-332 (2016)

Carlos Valmaseda, Juan Martinez-Romo, Lourdes Araujo.
A Tagged Corpus for Automatic Labeling of Disabilities in Medical Scientific Papers.
LREC 2016

A. Zubiaga, I. Vicente, P. Gamallo, J. Pichel, I. Alegria, N. Aranberri, A. Ezeiza, V. Fresno.
TweetLID: a benchmark for tweet language identification.
Language Resources and Evaluation. 2016.

Juan Martinez-Romo,Lourdes Araujo, Andres Duque Fernandez. 2016
SemGraph: Extracting keyphrases following a novel semantic graph-based approach.
JASIST 67 = (1): 71-82

Nora Aranberri, Gorka Labaka, Arantza Díaz de Ilarraza eta Kepa Sarasola 2016
Ebaluatoia: crowd evaluation for English?Basque machine translation
Language Resources and Evaluation, p1-32, http://link.springer.com/article/10.1007%2Fs10579-016-9335-x

Mikel Iruskieta, María Jesús Aranzabe, Arantza Díaz de Ilarraza, Mikel Lersundi 2016
Kausazko koherentzia-erlazioen azterketa automatikoa euskarazko laburpen zientifikoetan
Jesús Mari Larrazabal Antia (arg.), GOGOA 14, Xabier Arrazola Gogoan (1962-2015), Euskal Herriko Unibertsitateko Hizkuntza, Ezagutza, Komunikazio eta Ekintzari buruzko aldizkaria, 45-77 or., Euskal Herriko Unibertsitateko Argitalpen Zerbitzua, Bilbao. ISSN: 1577-9424 DOI: 10.1387/gogoa.15628