José Antonio García-Díaz
Orcid: 0000-0002-3651-2660
According to our database1,
José Antonio García-Díaz
authored at least 74 papers
between 2018 and 2023.
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Bibliography
2023
Evaluation of transformer models for financial targeted sentiment analysis in Spanish.
PeerJ Comput. Sci., 2023
Proces. del Leng. Natural, 2023
Evaluation of transformer-based models for punctuation and capitalization restoration in Catalan and Galician.
Proces. del Leng. Natural, 2023
Overview of PoliticES at IberLEF 2023: Political Ideology Detection in Spanish Texts.
Proces. del Leng. Natural, 2023
Proces. del Leng. Natural, 2023
Proces. del Leng. Natural, 2023
Smart Analysis of Economics Sentiment in Spanish Based on Linguistic Features and Transformers.
IEEE Access, 2023
UMUTeam at MentalRiskES2023@IberLEF: Transformer and Ensemble Learning Models for Early Detection of Eating Disorders and Depression.
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
UMUTeam at HOMO-MEX 2023: Fine-tuning Large Language Models integration for solving hate-speech detection in Mexican Spanish.
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
UMUTeam at Dipromats 2023: Propaganda Detection in Spanish and English Combining Linguistic Features with Contextual Sentence Embeddings.
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
UMUTeam at HUHU 2023: Detecting Prejudices in Humour Using Ensemble Learning and Knowledge Integration.
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
FD. A Platform for Monitoring Financial and Economic Information towards Alternative Investment Funds.
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
AIInFunds. Intelligent Services for Monitoring Tendencies of Alternative Investment Funds.
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
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
UMUTeam at SemEval-2023 Task 3: Multilingual transformer-based model for detecting the Genre, the Framing, and the Persuasion Techniques in Online News.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Chick Adams at SemEval-2023 Task 5: Using RoBERTa and DeBERTa to Extract Post and Document-based Features for Clickbait Spoiling.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
UMUTeam at SemEval-2023 Task 11: Ensemble Learning applied to Binary Supervised Classifiers with disagreements.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Evaluation of Transformer-Based Models for Punctuation and Capitalization Restoration in Spanish and Portuguese.
Proceedings of the Natural Language Processing and Information Systems, 2023
PoliticIT at EVALITA 2023: Overview of the Political Ideology Detection in Italian Texts Task.
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023
UMUTeam at eRisk@CLEF 2023 Shared Task: Transformer Models for Early Detection of Pathological Gambling, Depression, and Eating Disorder.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
UMUTeam at EXIST 2023: Sexism identification and categorisation fine-tuning Multilingual Large Language Models.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
Proces. del Leng. Natural, 2022
Psychographic traits identification based on political ideology: An author analysis study on Spanish politicians' tweets posted in 2020.
Future Gener. Comput. Syst., 2022
UMUTeam at IberLEF-2022 DETESTS task: Feature Engineering for the Identification and Categorization of Racial Stereotypes in Spanish.
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
UMUTeam at DA-VINCIS 2022: Aggressive and Violent Classification using Knowledge Integration and Ensemble Learning.
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
UMUTeam at EXIST 2022: Knowledge Integration and Ensemble Learning for Multilingual Sexism Identification and Categorization using Linguistic Features and Transformers.
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
UMUTeam at REST-MEX 2022: Polarity Prediction using Knowledge Integration of Linguistic Features and Sentence Embeddings based on Transformers.
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
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Proceedings of the Second Workshop on Language Technology for Equality, 2022
Proceedings of the Second Workshop on Language Technology for Equality, 2022
Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion.
Proceedings of the Second Workshop on Language Technology for Equality, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Exploring Language Independent Linguistic Features and Transformers in a Multi-label Emotion Detection Challenge in Urdu using Nastalīq Script.
Proceedings of the Working Notes of FIRE 2022, 2022
UMUTeam at IROSTEREO: Profiling Irony and Stereotype spreaders on Twitter combining Linguistic Features with Transformers.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the Technologies and Innovation - 8th International Conference, 2022
2021
Detecting misogyny in Spanish tweets. An approach based on linguistics features and word embeddings.
Future Gener. Comput. Syst., 2021
ISMR - Sistema basado en Deep Learning para la transcripción y extracción de conocimiento en entrevistas médico-paciente.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021
UMUTeam at MeOffendEs 2021: Ensemble Learning for Offensive Language Identification using Linguistic Features, Fine-grained Negation, and Transformers.
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
UMUTeam at HAHA 2021: Linguistic Features and Transformers for Analysing Spanish Humor. The What, the How, and to Whom.
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
UMUTeam at EXIST 2021: Sexist Language Identification based on Linguistic Features and Transformers in Spanish and English.
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
UMUTeam at EmoEvalEs 2021: Emotion Analysis for Spanish based on Explainable Linguistic Features and Transformers.
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
CollaborativeHealth - Plataforma de monitorización de enfermedades infecciosas en Twitter.
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021
UMUTeam at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Linguistic Features and Word Embeddings.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
Detecting Hate Speech on English and Indo-Aryan Languages with BERT and Ensemble learning.
Proceedings of the Working Notes of FIRE 2021, 2021
Proceedings of the Technologies and Innovation - 7th International Conference, 2021
Importance of International R&D Collaboration Between Companies: The CollaborativeHealth Use Case.
Proceedings of the Technologies and Innovation - 7th International Conference, 2021
2020
Transcripción, indexación y análisis automático de declaraciones judiciales a partir de representaciones fonéticas y técnicas de lingüística forense.
Proces. del Leng. Natural, 2020
UMUCorpusClassifier: Compilation and evaluation of linguistic corpus for Natural Language Processing tasks.
Proces. del Leng. Natural, 2020
Ontology-driven aspect-based sentiment analysis classification: An infodemiological case study regarding infectious diseases in Latin America.
Future Gener. Comput. Syst., 2020
UMUTeam at MEX-A3T'2020: Detecting Aggressiveness with Linguistic Features and 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
UMUTeam at TASS 2020: Combining Linguistic Features and Machine-learning Models for Sentiment Classification.
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
Evaluating Pre-trained Word Embeddings and Neural Network Architectures for Sentiment Analysis in Spanish Financial Tweets.
Proceedings of the Advances in Computational Intelligence, 2020
UMUTeam at AI-SOCO'2020: Source Code Authorship Identification based on Character N-Grams and Author's Traits.
Proceedings of the Working Notes of FIRE 2020, 2020
CNL-RDF-query: a controlled natural language interface for querying ontologies and relational databases.
Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020
CollaborativeHealth: Smart Technologies to Surveil Outbreaks of Infectious Diseases Through Direct and Indirect Citizen Participation.
Proceedings of the Applied Informatics and Cybernetics in Intelligent Systems, 2020
Proceedings of the Technologies and Innovation - 6th International Conference, 2020
Proceedings of the Technologies and Innovation - 6th International Conference, 2020
2019
Prevención de enfermedades infecciosas basada en el análisis inteligente en RRSS y participación ciudadana.
Proces. del Leng. Natural, 2019
Mining Twitter for Measuring Social Perception Towards Diabetes and Obesity in Central America.
Proceedings of the Technologies and Innovation - 5th International Conference, 2019
Proceedings of the Technologies and Innovation - 5th International Conference, 2019
2018
Proces. del Leng. Natural, 2018
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018
A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked Knowledge.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
Proceedings of the Euro American Conference on Telematics and Information Systems, 2018
Proceedings of the Distributed Computing and Artificial Intelligence, 2018
AllergyLESS. An Intelligent Recommender System to Reduce Exposition Time to Allergens in Smart-Cities.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018
Opinion Mining for Measuring the Social Perception of Infectious Diseases. An Infodemiology Approach.
Proceedings of the Technologies and Innovation - 4th International Conference, 2018