Rafael Muñoz

Orcid: 0000-0001-8127-9012

Affiliations:
  • University of Alicante, Department of Software and Computing Systems, Spain


According to our database1, Rafael Muñoz authored at least 150 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain.
Proces. del Leng. Natural, 2024

Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML.
Proces. del Leng. Natural, 2024

KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data.
Eng. Appl. Artif. Intell., 2024

Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration.
Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024

2023
T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations (SEPLN-PD 2023) co-located with the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

A Review in Knowledge Extraction from Knowledge Bases.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

T2KG: Transforming Multimodal Document to Knowledge Graph.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

2021
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021.
Proces. del Leng. Natural, 2021

Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020
A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish.
J. Biomed. Informatics, 2020

Overview eHealth-KD 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

Knowledge Discovery in COVID-19 Research Literature.
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Demo Application for the AutoGOAL Framework.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Mixed Style Feature Representation and B-maximal Clustering for Style Change Detection.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop.
Proces. del Leng. Natural, 2019

A systemic and cybernetic perspective on causality, big data and social networks in tourism.
Kybernetes, 2019

A corpus to support eHealth Knowledge Discovery technologies.
J. Biomed. Informatics, 2019

Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

CerpamidUA at MexA3T 2019: Transition Point Proposal.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

A Neural Network Component for Knowledge-Based Semantic Representations of Text.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Demo Application for LETO: Learning Engine Through Ontologies.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

2018
GPLSI at TREC 2018 RTS Track.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

FEUP at TREC 2018 Common Core Track - Reranking for Diversity using Hypergraph-of-Entity and Document Profiling.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018


2017
A Document Profile for Improving Information Retrieval Systems.
Res. Comput. Sci., 2017

Authorship Verification, Neighborhood-based Classification.
Computación y Sistemas, 2017

Natural Language Processing Technologies for Document Profiling.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Discovering Author Groups using a B-compact graph-based Clustering.
Proceedings of the Working Notes of CLEF 2017, 2017

Author Masking by Sentence Transformation.
Proceedings of the Working Notes of CLEF 2017, 2017

Author Profiling, instance-based Similarity Classification.
Proceedings of the Working Notes of CLEF 2017, 2017

2016

2015
A novel concept-level approach for ultra-concise opinion summarization.
Expert Syst. Appl., 2015

Pattern Construction for Extracting Domain Terminology.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Authorship Verification, Average Similarity Analysis.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Ensemble classifier for Twitter sentiment analysis.
Proceedings of the Workshop on NLP Applications: Completing the Puzzle, 2015

Authorship Verification, combining Linguistic Features and Different Similarity Functions.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
ATTOS: Análisis de Tendencias y Temáticas a través de Opiniones y Sentimientos.
Proces. del Leng. Natural, 2014

UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

2013
Detecting implicit expressions of affect in text using EmotiNet and its extensions.
Data Knowl. Eng., 2013

The role of statistical and semantic features in single-document extractive summarization.
Artif. Intell. Res., 2013

RA-SR: Using a ranking algorithm to automatically building resources for subjectivity analysis over annotated corpora.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

UMCC_DLSI: Textual Similarity based on Lexical-Semantic features.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Extractive Text Summarization: Can We Use the Same Techniques for Any Text?
Proceedings of the Natural Language Processing and Information Systems, 2013

2012
Web 2.0, Language Resources and standards to automatically build a multilingual Named Entity Lexicon.
Lang. Resour. Evaluation, 2012

A Comparative Study of the Impact of Statistical and Semantic Features in the Framework of Extractive Text Summarization.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

On the Application of Spell Correction to Improve Plagiarism Detection.
Proceedings of the Natural Language Processing and Information Systems, 2012

2011
Investigating Advanced Techniques for Document Content Similarity Applied to External Plagiarism Analysis.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Hybrid System For Plagiarism Detection.
Proceedings of the Recent Advances in Natural Language Processing, 2011

An Unsupervised Method to Improve Spanish Stemmer.
Proceedings of the Natural Language Processing and Information Systems, 2011

Information Retrieval Techniques for Corpus Filtering Applied to External Plagiarism Detection.
Proceedings of the Natural Language Processing and Information Systems, 2011

EmotiNet: A Knowledge Base for Emotion Detection in Text Built on the Appraisal Theories.
Proceedings of the Natural Language Processing and Information Systems, 2011

2010
Application of Information Retrieval Techniques to Document Filtered Set Generation for External Plagiarism Detection.
Proces. del Leng. Natural, 2010

DiCoMo: the digitization cost model.
Int. J. Digit. Libr., 2010

Aligning FrameNet and WordNet based on Semantic Neighborhoods.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Proposal of a Methodological and Technological Development for Automatic Ontology Extension.
Proceedings of the KEOD 2010, 2010

Using Mind Maps to Model Semistructured Documents.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

Estimating Digitization Costs in Digital Libraries Using DiCoMo.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

A Textual-Based Similarity Approach for Efficient and Scalable External Plagiarism Analysis - Lab Report for PAN at CLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
Evaluación de una Estrategia de Expansión Local Conservadora en Recuperación de Información Visual.
Proces. del Leng. Natural, 2009

Enhancing QA Systems with Complex Temporal Question Processing Capabilities.
J. Artif. Intell. Res., 2009

Exploiting Wikipedia and EuroWordNet to solve Cross-Lingual Question Answering.
Inf. Sci., 2009

Alicante University at TAC 2009: Experiments in RTE.
Proceedings of the Second Text Analysis Conference, 2009

A Study on Linking Wikipedia Categories to Wordnet Synsets using Text Similarity.
Proceedings of the Recent Advances in Natural Language Processing, 2009

Using Evidences Based on Natural Language to Drive the Process of Fusing Multimodal Sources.
Proceedings of the Natural Language Processing and Information Systems, 2009

Evaluating Fusion Techniques at Different Domains in ImageCLEF Subtasks.
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

Diversity Promotion: Is Reordering Top-Ranked Documents Sufficient?
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

2008
Integración del reconocimiento de la implicación textual en tareas automáticas de resúmenes de textos.
Proces. del Leng. Natural, 2008

Combining automatic acquisition of knowledge with machine learning approaches for multilingual temporal recognition and normalization.
Inf. Sci., 2008

The DLSIUAES Team's Participation in the TAC 2008 Tracks.
Proceedings of the First Text Analysis Conference, 2008

A Text Summarization Approach under the Influence of Textual Entailment.
Proceedings of the Natural Language Processing and Cognitive Science, 2008

TE4AV: Textual Entailment for Answer Validation.
Proceedings of the 4th International Conference on Natural Language Processing and Knowledge Engineering, 2008

Improving Question Answering Tasks by Textual Entailment Recognition.
Proceedings of the Natural Language and Information Systems, 2008

Named Entity WordNet.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Textual Approach Based on Passages Using IR-n in WikipediaMM Task 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

A Multimodal Approach to the Medical Retrieval Task using IR-n.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

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

Different Multimodal Approaches using IR-n in ImageCLEFphoto 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

IR-n in the CLEF Robust WSD Task 2008.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 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

A Lexical-Semantic Approach to AVE.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Studying the Influence of Semantic Constraints in AVE.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
Técnicas léxico-sintácticas para el reconocimiento de Implicación Textual.
Proces. del Leng. Natural, 2007

Advances on natural language processing.
Data Knowl. Eng., 2007

Combining data-driven systems for improving Named Entity Recognition.
Data Knowl. Eng., 2007

Applying Wikipedia's Multilingual Knowledge to Cross-Lingual Question Answering.
Proceedings of the Natural Language Processing and Information Systems, 2007

DLSITE-1: Lexical Analysis for Solving Textual Entailment Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2007

Information Retrieval of Visual Descriptions with IR-n System based on Passages.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Analysing an Approach to Information Retrieval of Visual Descriptions with IR-n, a System Based on Passages.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

The Contribution of the University of Alicante to AVE 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

On the Application of Lexical-Syntactic Knowledge to the Answer Validation Exercise.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Evaluation of an Automatic Extension of Temporal Expression Treatment to Catalan.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

A Perspective-Based Approach for Solving Textual Entailment Recognition.
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007

2006
Reconocimiento temporal para el italiano combinando técnicas de aprendizaje automático y adquisición automática de conocimiento.
Proces. del Leng. Natural, 2006

Un sistema basado en conocimiento para el reconocimiento de Implicación Textual.
Proces. del Leng. Natural, 2006

Event ordering using TERSEO system.
Data Knowl. Eng., 2006

A Knowledge Based Strategy for Recognising Textual Entailment.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Automatic resolution rule assignment to multilingual Temporal Expressions using annotated corpora.
Proceedings of the 13th International Symposium on Temporal Representation and Reasoning (TIME 2006), 2006

Fine Tuning Features and Post-processing Rules to Improve Named Entity Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2006

Deep vs. Shallow Semantic Analysis Applied to Textual Entailment Recognition.
Proceedings of the Advances in Natural Language Processing, 2006

R2D2 at GeoCLEF 2006: a Mixed Approach.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006


Geographic IR Helped by Structured Geospatial Knowledge Resources.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

GIR with Geographic Query Expansion.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

A Knowledge-based Textual Entailment Approach applied to the QA Answer Validation at CLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

A Knowledge-Based Textual Entailment Approach Applied to the AVE Task.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

2005
NERUA: sistema de detección y clasificación de entidades utilizando aprendizaje automático.
Proces. del Leng. Natural, 2005

Reducing Question Answering Input Data Using Named Entity Recognition.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

Improving Question Answering Using Named Entity Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2005

Combining Data-Driven Systems for Improving Named Entity Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2005

The University of Alicante at CL-SR Track.
Proceedings of the Accessing Multilingual Information Repositories, 2005

Bilingual and Multilingual Experiments with the IR-n System.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

Web Track for CLEF2005 at Alicante University.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

University of Alicante at the CLEF 2005 WebCLEF Track.
Proceedings of the Accessing Multilingual Information Repositories, 2005

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

2004
Multilayered Question Answering system applied to Temporality evaluation.
Proces. del Leng. Natural, 2004

Comparison and Evaluation of Two Approaches of a Multilayered QA System Applied to Temporality.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

Automatic Multilinguality for Time Expression Resolution.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Evaluation of the Automatic Multilinguality for Time Expression Resolution.
Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

Evaluation of Complex Temporal Questions in CLEF-QA.
Proceedings of the Multilingual Information Access for Text, 2004

Evaluation of Complex Temporal Questions in CLEF-QA.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

IR-n r2: Using Normalized Passages.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

The Role of Temporal Expressions in Word Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

Splitting Complex Temporal Questions for Question Answering Systems.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
X-Not@rial: Sistema de Recuperación y Extracción de Información Notarial.
Proces. del Leng. Natural, 2003

TERSEO: Temporal Expression Resolution System Applied to Event Ordering.
Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003

Cross-Language Experiments with IR-n System.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

Question Answering in Spanish.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

2002
Representación conceptual basada en técnicas lingüisticas.
Proces. del Leng. Natural, 2002

Tratamiento y resolución de las descripciones definidas y su aplicación en sistemas de extracción de información.
Proces. del Leng. Natural, 2002

Semantic Information in Anaphora Resolution.
Proceedings of the Advances in Natural Language Processing, 2002

A Grammar-Based System to Solve Temporal Expressions in Spanish Texts.
Proceedings of the Advances in Natural Language Processing, 2002

A Web Information Extraction System to DB Prototyping.
Proceedings of the Natural Language Processing and Information Systems, 2002

Bilingual alignment of anaphoric expressions.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Definite Description Resolution Enrichment with WordNet Domain Labels.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Propuesta de un espacio de accesibilidad anafórica estructural para textos HTML.
Proces. del Leng. Natural, 2001

An Algorithm for Anaphora Resolution in Spanish Texts.
Comput. Linguistics, 2001

Clustering Technique Based on Semantics for Definite Description Resolution.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

PHORA: A NLP System for Spanish.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2001

2000
Definite Descriptions in an Information Extraction Systems.
Proceedings of the Advances in Artificial Intelligence, 2000

Processing of Spanish Definite Descriptions with the Same Head.
Proceedings of the Natural Language Processing, 2000

Processing of Spanish Definite Descriptions.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000


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