Paloma Martínez Fernández (Publications)

2022

Journals

  • Rodrigo Alarcón, Lourdes Moreno, Paloma Martínez Fernández, José A. Macías. (2022). EASIER System. Evaluating a Spanish lexical simplification proposal with people with cognitive impairments. International Journal of Human-Computer Interaction. (in press). Taylor & Francis, 1044-7318. 2022, Octubre. [COMPUTER SCIENCE, CYBERNETICS - SCIE, 4.920, Q1].

  • Lourdes Moreno, Paloma Martínez Fernández, Rodrigo Alarcón. (2022). Designing user interfaces for content simplification aimed at people with cognitive impairments. Universal Access in the Information Society. (in press). Springer, 1615-5297. 2022, Octubre. [COMPUTER SCIENCE, CYBERNETICS - SCIE, 2.629, Q3].

  • Areej Jaber, Paloma Martínez Fernández. (2022). Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques. Methods of Information in Medicine. 61, (Issue S 01), e28-e34. Thieme, 0026-1270. 2022, Junio. 10.1055/s-0042-1742388. [COMPUTER SCIENCE/INFORMATION SYSTEMS (JCR), 2.176, Q3]. Link to article

Conferences

  • Lourdes Moreno, Paloma Martínez Fernández, Rodrigo Alarcón. (2022). Requirements and design patterns for an accessible video conferencing tool. XXII edición del Congreso Internacional de Persona-Ordenador (Interacción 2022). Teruel. 2022, Septiembre. ACM. (3), 1-9. https://dl.acm.org/doi/10.1145/3549865.3549894. enlace a artículo

  • Adrián Rubio, Paloma Martínez Fernández. (2022). HULAT-UC3M at SimpleText@CLEF-2022: Scientific text simplification using BART. CLEF 2022: Conference and Labs of the Evaluation Forum. Bolonia, Italia. 2022, Septiembre. CEUR. Vol-3180. pdf

  • Lourdes Moreno, Rodrigo Alarcón, Paloma Martínez Fernández. (2022). Accessibility and readability compliance in Spanish public hospital websites. 10th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI 2022). Lisboa, Portugal. 2022, Agosto. ACM Digital Library, (in press).

  • Elisa Terumi Rubel Schneider, Renzo Mauricio Rivera Zavala, Paloma Martínez Fernández, Claudia Moro, Emerson Cabrera Paraiso. (2022). UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Seattle, USA. 2022, Julio. 1448–1456. pdf

2021

Journals

  • Renzo Mauricio Rivera Zavala, Paloma Martínez Fernández. (2021). Analyzing transfer learning impact in biomedical cross-lingual named entity recognition and normalization. BMC Bioinformatics. 22, (601). 2021, Diciembre. https://doi.org/10.1186/s12859-021-04247-9. Link to article

Conferences

  • Renzo Mauricio Rivera Zavala, Paloma Martínez Fernández, José Luis Martínez Fernández. (2021). Creating Domain Specific Embeddings to Work with Imbalanced Datasets in Automatic Extraction of Medication Names in Tweets. Proceedings of the BioCreative VII Challenge Evaluation Workshop. on-line. 2021, Noviembre. ISBN: 978-0-578-32368-8. link to paper

  • José Manuel Masiello, Jose Luis Lopez-Cuadrado, Paloma Martínez Fernández. (2021). Participation of HULAT-UC3M in SEPP-NLG 2021 shared task. Proceedings of the Swiss Text Analytics Conference 2021. Winterthur, Switzerland. 2021, Junio. CEUR. Vol-2957. link to paper

  • Areej Jaber, Paloma Martínez Fernández. (2021). Disambiguating Clinical Abbreviations Using Pre-trained Word Embeddings. The 14th International Joint Conference on Biomedical Engineering Systems and Technologies. online streamimg. 2021, Febrero. ScitePress Digital Library, ISBN 978-989-758-490-9. 5 HEALTHINF, 501-508. 10.5220/0010256105010508. link to paper

  • Areej Jaber, Paloma Martínez Fernández. (2021). Participation of UC3M in SDU@AAAI-21: A Hybrid Approach to Disambiguate Scientific Acronyms. The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). Virtual Conference. 2021, Febrero.

2020

Conferences

  • Jaime Baldeón, Paloma Martínez Fernández, José Luis Martínez Fernández. (2020). "Combining financial word embeddings and knowledge-based features for financial text summarization UC3M-MC System at FNS-2020". Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Barcelona, España. 2020, Diciembre. COLING. 112-117. link to paper

  • Rodrigo Alarcón, Lourdes Moreno, Paloma Martínez Fernández. (2020). Word-Sense disambiguation system for text readability. DSAI 2020 (9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion). 2020, Diciembre. ACM Digital Library (in press). 147–152.. https://doi.org/10.1145/3439231.3439257. [URL del artículo]

  • Lourdes Moreno, Rodrigo Alarcón, Paloma Martínez Fernández. (2020). EASIER system. Language resources for cognitive accessibility. 22nd International ACM SIGACCESS Conference on Computers and Accessibility. ASSETS 2020. (Virtual). 2020, Octubre. ACM Digital Library, (in press). [GII-GRIN-SCIE, GGS Class 3].

  • Rodrigo Alarcón, Lourdes Moreno, Paloma Martínez Fernández. (2020). Hulat - ALexS CWI task - CWI for Language and Learning Disabilities applied to University Educational Texts. ALexS 2020: Lexicon Analysis Task. IberLEF (Iberian Languages Evaluation Forum) co-located with SEPLN 2020. Málaga, Spain. 2020, Septiembre. CEUR-WS.org, 1613-0073. 2664, 24-30. [PDF del artículo]

  • Renzo Mauricio Rivera Zavala, Paloma Martínez Fernández. (2020). Deep Neural Model with Contextualized-word Embeddings for Named Entity Recognition in Spanish Clinical Text. Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020). Málaga, Spain. 2020, Septiembre. Vol-2664, 385-395. PDF del artículo

  • Sergio Santamaria , Paloma Martínez Fernández. (2020). Using Embeddings and Bi-LSTM+CRF Model to Detect Tumor Morphology Entities in Spanish Clinical Cases. Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020). Málaga, Spain. 2020, Septiembre. CEUR. Vol-2664, 368-375. PDF del artículo

Journals

  • Renzo Mauricio Rivera Zavala, Paloma Martínez Fernández. (2020). The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study. JMIR Medical Informatics. 8, (12), 1-21. 2020, Diciembre. 10.2196/18953. [JCR, Q2]. link to paper

  • Liliya Akhtyamova, Paloma Martínez Fernández, Karin Verspoor, John Cardiff. (2020). Testing Contextualized Word Embeddings to Improve NER in Spanish Clinical Case Narratives. IEEE ACCESS. 8, 164717-164726. IEEE. 2020, Octubre. 10.1109/ACCESS.2020.3018688. PDF del artículo

  • Jose Luis Lopez-Cuadrado, Israel González Carrasco, Leonardo Lopez Hernandez, Paloma Martínez Fernández, José Luis Martínez Fernández. (2020). Automatic learning framework for pharmaceutical record matching. IEEE Access. 8, 171754-171770. IEEE, 2169-3536. 2020, Septiembre. 10.1109/ACCESS.2017.Doi Number. PDF del artículo

2019

Journals

  • Victor Suarez Paniagua, Renzo Mauricio Rivera Zavala, Isabel Segura Bedmar, Paloma Martínez Fernández. (2019). A two-stage deep learning approach for extracting entities and relationships from medical texts. Journal of Biomedical Informatics. 99. Elsevier, 1532-0480. 2019, Noviembre. https://doi.org/10.1016/j.jbi.2019.103285. [Computer Science, Interdisciplinary Applications, 2.95, Q2].

  • Cristóbal Colón Ruiz, Isabel Segura Bedmar, Paloma Martínez Fernández. (2019). Análisis de sentimiento en el dominio salud: analizando comentarios sobre fármacos. Procesamiento del Lenguaje Natural, SEPLN 2019. 63, 15 - 22. ISSN: 1135-5948. 2019, Septiembre. [SCOPUS, Computer Science Applications, 0,235, Q3]. URL del artículo

  • Rodrigo Alarcón, Lourdes Moreno, Isabel Segura Bedmar, Paloma Martínez Fernández. (2019). Lexical simplification approach using easy-to-read resources. Procesamiento del Lenguaje Natural. 63, 95-102. Sociedad Española para el Procesamiento del Lenguaje Natural, 1989-7553. 2019, Septiembre. [SCImago Journal Rankings (SJR), Computer Science Applications, 0,270, 3]. [URL del artículo]

  • Lourdes Moreno, Paloma Martínez Fernández. (2019). Accessibility Compliance for E-Government Websites: Laws, Standards, and Evaluation Technology. International Journal of Electronic Government Research. 15, (2), 1-18. IGI Global, 1548-3886. 2019, Abril. 10.4018/IJEGR.2019040101. [SCOPUS]. URL del artículo

  • Lourdes Moreno, Paloma Martínez Fernández. (2019). The Harmonization of ICT Accessibility Standards for Public Policies. Computer. 52, 57-66. IEEE Computer Society, 0018-9162. 2019, Enero. 10.1109/MC.2018.2888762. [JCR, COMPUTER SCIENCE, SOFTWARE ENGINEERING, Impact factor (2019): 4.419, Q1]. URL del artículo

Conferences

  • Areej Jaber, Paloma Martínez Fernández. (2019). Abbreviation Extraction and Normalization in Spanish Clinical Text. Doctoral Symposium at SEPLN 2019. Bilbao, Spain. 2019, Septiembre. 1613-0073. 2633, 13-19. http://ceur-ws.org/Vol-2633/paper3.pdf

  • Areej Istaiti, Paloma Martínez Fernández. (2019). Abbreviation Extraction in Spanish Clinical Text. 6th ACM Celebration of Women in Computing: womENcourage 2019. Rome, Italy. 2019, Septiembre. https://womencourage.acm.org/2019/wp-content/uploads/2019/07/womENcourage_2019_paper_7.pdf

  • Lourdes Moreno, Rodrigo Alarcón, Isabel Segura Bedmar, Paloma Martínez Fernández. (2019). Lexical simplification approach to support the accessibility guidelines. Proceedings of the XX International Conference on Human Computer Interaction, Interacción 2019. Donostia, Gipuzkoa, Spain. 2019, Junio. ACM, 978-1-4503-7176-6. 14:1-14:4. 10.1145/3335595.3335651. URL del artículo

2018

Conferences

  • Victor Suarez Paniagua, Isabel Segura Bedmar, Paloma Martínez Fernández. (2018). Labda at tass-2018 task 3: Convolutional neural networks for relation classification in spanish ehealth documents. TASS 2018. Sevilla, Spain. 2018, Septiembre. 71-76.