Manuel Carlos Díaz-Galiano

Orcid: 0000-0001-9298-1376

Affiliations:
  • Universidad de Jaén, Spain


According to our database1, Manuel Carlos Díaz-Galiano authored at least 105 papers between 2001 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
CARES: A Corpus for classification of Spanish Radiological reports.
Comput. Biol. Medicine, March, 2023

Automatic Segmentation of Clinical Narratives in Sections with Pre-Trained Clinical Transformer Models.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

SINAI@MEDDOPLACE: Detecting, Normalizing, and Classifying Places and Related Information in Spanish Medical Texts.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Coming a Long Way with Pre-Trained Transformers and String Matching Techniques: Clinical Procedure Mention Recognition and Normalization.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022
Big Hug: Artificial intelligence for the protection of digital societies.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

COBATO. Un chatbot orientado a asistir al pequeño comercio (COBATO. A chatbot aimed at assisting small retailers).
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

InLIFE. Tecnologías del Lenguaje aplicadas al envejecimiento activo (InLIFE. Language Technologies applied to active aging).
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

SINAI at LivingNER Shared Task 2022: Species Mention Recognition and Normalization Using Transfer Learning and String Matching Techniques.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

SINAI@SMM4H'22: Transformers for biomedical social media text mining in Spanish.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

SINAI at CLEF 2022: Leveraging biomedical transformers to detect and normalize disease mentions.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
NECOS: An annotated corpus to identify constructive news comments in Spanish.
Proces. del Leng. Natural, 2021

Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish.
BMC Medical Informatics Decis. Mak., 2021

Automatic medical protocol classification using machine learning approaches.
Comput. Methods Programs Biomed., 2021

Combining word embeddings to extract chemical and drug entities in biomedical literature.
BMC Bioinform., 2021

BERT Representations to Identify Professions and Employment Statuses in Health data.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Pre-trained language models to extract information from radiological reports.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches.
Expert Syst. Appl., 2020

COVID-19 detection in radiological text reports integrating entity recognition.
Comput. Biol. Medicine, 2020

Overview of TASS 2020: Introducing Emotion Detection.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

SINAI at eHealth-KD Challenge 2020.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Extracting Neoplasms Morphology Mentions in Spanish Clinical Cases through Word Embeddings.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Transfer learning applied to text classification in Spanish radiological reports.
Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020

SINAI at CLEF eHealth 2020: Testing Different pre-trained Word Embeddings for Clinical Coding in Spanish.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
TASS 2018: The Strength of Deep Learning in Language Understanding Tasks.
Proces. del Leng. Natural, 2019

Plataforma Web para la evaluación de la comprensión lectora aplicada a tareas de búsqueda.
Proces. del Leng. Natural, 2019

Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

Anonymization of Clinical Reports in Spanish: a Hybrid Method Based on Machine Learning and Rules.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Overview of TASS 2019: One More Further for the Global Spanish Sentiment Analysis Corpus.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

SINAI-DL at SemEval-2019 Task 7: Data Augmentation and Temporal Expressions.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Detecting Anorexia in Spanish Tweets.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Integrating UMLS for Early Detection of Sings of Anorexia.
Proceedings of the Working Notes of CLEF 2019, 2019

Using Snomed to recognize and index chemical and drug mentions.
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

2018
Buscador Semántico Biomédico.
Proces. del Leng. Natural, 2018

Legibilidad del texto, métricas de complejidad y la importancia de las palabras.
Proces. del Leng. Natural, 2018

The democratization of deep learning in TASS 2017.
Proces. del Leng. Natural, 2018

Filtering and reranking using MetaMap named entities recognizer.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Using clustering to filter results of an Information Retrieval system.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

SINAI at TREC 2018: Experiments in Incident Streams.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

SINAI at DIANN - IberEval 2018. Annotating Disabilities in Multi-language Systems with UMLS.
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

SINAI en TASS 2018 Task 3. Clasificando acciones y conceptos con UMLS en MedLine (SINAI in TASS 2018 Task 3. Classifying actions and concepts with UMLS on MedLine).
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018


Machine Learning to Detect ICD10 Codes in Causes of Death.
Proceedings of the Working Notes of CLEF 2018, 2018

Complexity Measures and POS n-grams for Author Identification in Several Languages: SINAI at PAN@CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

SINAI at CLEF eHealth 2018 Task 3. Using cTAKES to Remove Noise from Expanding Queries with Google.
Proceedings of the Working Notes of CLEF 2018, 2018

PIR Based in Explicit and Implicit Feedback.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
A method based on rules and machine learning for logic form identification in Spanish.
Nat. Lang. Eng., 2017

SINAI at CLEF eHealth 2017 Task 3.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Pictogrammar, comunicación basada en pictogramas con conocimiento lingüístico.
Proces. del Leng. Natural, 2016

Participación de SINAI en TASS 2016.
Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016

Overview of TASS 2016.
Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016

Pictogrammar: an AAC device based on a semantic grammar.
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

2015
A semantic grammar for beginning communicators.
Knowl. Based Syst., 2015

Participación de SINAI DW2Vec en TASS 2015.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

2014
Etiquetado de metáforas lingüísticas en un conjunto de documentos en español.
Proces. del Leng. Natural, 2014

Crowd explicit sentiment analysis.
Knowl. Based Syst., 2014

2013
Pessimists and optimists: Improving collaborative filtering through sentiment analysis.
Expert Syst. Appl., 2013

Spanish knowledge base generation for polarity classification from masses.
Proceedings of the 22nd International World Wide Web Conference, 2013

SINAI at Twitter-Normalization 2013.
Proceedings of the Tweet Normalization Workshop co-located with 29th Conference of the Spanish Society for Natural Language Processing (SEPLN 2013), 2013

2011
Análisis de la expansión de consulta para colecciones médicas utilizando información mutua, ganancia de información y la ontología MeSH.
Proces. del Leng. Natural, 2011

Genre tagging of videos based on information retrieval and semantic similarity using WordNet.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

SINAI at ImageCLEF Wikipedia Retrieval Task 2011: Testing Combined Systems.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
SINAI at ImageCLEF 2010 Medical Task.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Knowledge Integration using Textual Information for Improving ImageCLEF Collections.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Aplicación de la realimentación por relevancia con base textual para sistemas de recuperación visual.
Proces. del Leng. Natural, 2009

Query expansion with a medical ontology to improve a multimodal information retrieval system.
Comput. Biol. Medicine, 2009

Experiments with Google News for Filtering Newswire Articles.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

SINAI at INFILE 2009: Experiments with Google News.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

University of Jaén at ImageCLEF 2009: Medical and Photo Tasks.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

SINAI at ImagePhoto 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

SINAI at ImageCLEF 2009 Medical Task.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

SINAI at ImageCLEF 2009 WikipediaMM Task.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Using WordNet in Multimedia Information Retrieval.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Expanding Terms with Medical Ontologies to Improve a Multi-Label Text Categorization System.
Proceedings of the Information Retrieval in Biomedicine, 2009

2008
Categorización de textos biomédicos usando UMLS.
Proces. del Leng. Natural, 2008

Using information gain to improve multi-modal information retrieval systems.
Inf. Process. Manag., 2008

Using an Information Retrieval System for Video Classification.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

SINAI at VideoCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Text-mess in the ImageCLEFphoto08 Task.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Text-mess in the Medical Retrieval ImageCLEF08 Task.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Combining TEXT-MESS Systems at ImageCLEF 2008.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

SINAI at ImageCLEFPhoto 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

SINAI at ImageCLEFmed 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Query Expansion on Medical Image Retrieval: MeSH vs. UMLS.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

University of Jaén at ImagePhoto 2008: Filtering the Results with the Cluster Term.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
Integración de Conocimiento en un Dominio Epecífico para Categorización Multietiqueta.
Proces. del Leng. Natural, 2007

Mejora de los sistemas multimodales mediante el uso de ganancia de información.
Proces. del Leng. Natural, 2007

Using Translation Heuristics to Improve a Multimodal and Multilingual Information Retrieval System.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

SINAI at TRECVID 2007.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

SINAI at CL-SR Task at CLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Using Information Gain to Filter Information in CLEF CL-SR Track.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Integrating MeSH Ontology to Improve Medical Information Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

SINAI at ImageCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

SINAI System: Combining IR Systems at ImageCLEFPhoto 2007.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
SINAI at ImageCLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Using Information Gain to Improve the ImageCLEF 2006 Collection.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

2005
The University of Jaén at ImageCLEF 2005: Adhoc and Medical Tasks.
Proceedings of the Accessing Multilingual Information Repositories, 2005

SINAI at ImageCLEF 2005.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

2004
SINAI at CLEF 2004: Using Machine Translation Resources with Mixed 2-Step RSV Merging Algorithm.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

2003
SINAI at CLEF 2003: Decompounding and Merging.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

2002
Universities of Alicante and Jaen at iCLEF.
Proceedings of the Advances in Cross-Language Information Retrieval, 2002

iCLEF at Universities of Alicante and Jaen.
Proceedings of the Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), 2002

2001
Llajú: Un sistema de recuperación multilingüe basado en EuroWordNet.
Proces. del Leng. Natural, 2001

Intelligent Information Access Systems (SINAI) at CLEF 2001: Calculating Translation Probabilities with SemCor.
Proceedings of the Working Notes for CLEF 2001 Workshop co-located with the 5th European Conference on Digital Libraries (ECDL 2001), 2001


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