Publicaciones en las que colabora con Rafael Valencia Garcia (100)

2024

  1. Comparing Fine-Tuning, Zero and Few-Shot Strategies with Large Language Models in Hate Speech Detection in English

    CMES - Computer Modeling in Engineering and Sciences, Vol. 140, Núm. 3, pp. 2849-2868

  2. Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish

    Data and Knowledge Engineering, Vol. 151

  3. Fine grain emotion analysis in Spanish using linguistic features and transformers

    PeerJ Computer Science, Vol. 10

  4. Individual- vs. Multiple-Objective Strategies for Targeted Sentiment Analysis in Finances Using the Spanish MTSA 2023 Corpus

    Electronics (Switzerland), Vol. 13, Núm. 4

  5. Overview of EmoSPeech at IberLEF 2024: Multimodal Speech-text Emotion Recognition in Spanish

    Procesamiento del lenguaje natural, Núm. 73, pp. 359-368

  6. Overview of HOPE at IberLEF 2024: Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclusion and as Expectations

    Procesamiento del lenguaje natural, Núm. 73, pp. 407-419

  7. Overview of Third Shared Task on Homophobia and Transphobia Detection in Social Media Comments

    LT-EDI 2024 - 4th Workshop on Language Technology for Equality, Diversity, Inclusion, Proceedings of the Workshop

  8. SIGAMER: A Decision Support System for Demand Management in the Retail Industry Based on the Intelligent Analysis of Structured Data and Social Networks

    CEUR Workshop Proceedings

  9. Sanivert: Transformers-based End2End System for Speech Recognition in Spanish, Catalan and Portuguese in Healthcare

    CEUR Workshop Proceedings

  10. Spanish MEACorpus 2023: A multimodal speech–text corpus for emotion analysis in Spanish from natural environments

    Computer Standards and Interfaces, Vol. 90

  11. UMUTEAM at DIPROMATS 2024: Feature Integration for Detecting Fine-grained Propaganda and Narrative

    CEUR Workshop Proceedings

  12. UMUTeam at EXIST 2024: Multi-modal Identification and Categorization of Sexism by Feature Integration

    CEUR Workshop Proceedings

  13. UMUTeam at FLARES@IberLEF 2024: Enhancing Disinformation Detection with 5W1H Techniques and Transformer Models

    CEUR Workshop Proceedings

  14. UMUTeam at MentalRiskES@IberLEF 2024: Using the Fine-Tuning Approach of Transformer-Based Models with Sentiment Feature for Early Detection of Mental Disorders

    CEUR Workshop Proceedings

  15. UMUTeam at eRisk@CLEF 2024: Fine-Tuning Transformer Models with Sentiment Features for Early Detection and Severity Measurement of Eating Disorders

    CEUR Workshop Proceedings

2023

  1. AIInFunds. Intelligent Services for Monitoring Tendencies of Alternative Investment Funds

    Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations

  2. Chick Adams at SemEval-2023 Task 5: Using RoBERTa and DeBERTa to extract post and document-based features for Clickbait Spoiling

    17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop

  3. Evaluating feature combination strategies for hate-speech detection in Spanish using linguistic features and transformers

    Complex and Intelligent Systems, Vol. 9, Núm. 3, pp. 2893-2914

  4. Evaluation of transformer models for financial targeted sentiment analysis in Spanish

    PeerJ Computer Science, Vol. 9

  5. Evaluation of Transformer-Based Models for Punctuation and Capitalization Restoration in Spanish and Portuguese

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)