Publicaciones en las que colabora con DAVID GRIOL BARRES (95)

2025

  1. Leveraging Retrieval-Augmented Generation for Reliable Medical Question Answering Using Large Language Models

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

2024

  1. Deep Speech Synthesis and Its Implications for News Verification: Lessons Learned in the RTVE-UGR Chair

    Applied Sciences (Switzerland), Vol. 14, Núm. 21

  2. Incorporating evidence into mental health Q&A: a novel method to use generative language models for validated clinical content extraction

    Behaviour and Information Technology

  3. Mental-Health Topic Classification employing D-vectors of Large Language Models

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  4. Promoting conversational AI in spanish and the co-official languages: the CONVERSA project

    Patrimonio y competencias digitales en la sociedad hiperconectada y participativa (Dykinson), pp. 237-257

  5. Zero-Shot Ensemble of Language Models for Fine-Grain Mental-Health Topic Classification

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

2023

  1. A Proposal for Data Collection and Process Automatization for Ubiquitous Engagement with Mental Health Organizations

    Lecture Notes in Networks and Systems

  2. A Review of the Use of Neural Models of Language and Conversation to Support Mental Health

    Smart Innovation, Systems and Technologies (Springer Science and Business Media Deutschland GmbH), pp. 329-339

  3. CONVERSA: Effective and Efficient Resources and Models for Transformative Conversational AI in Spanish and Co-official Languages

    CEUR Workshop Proceedings

  4. ChatSubs: A dataset of dialogues in Spanish, Catalan, Basque and Galician extracted from movie subtitles for developing advanced conversational models

    Data in Brief

  5. Conversational human-machine interfaces

    Handbook of Human-Machine Systems (wiley), pp. 115-123

  6. Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms

    Lecture Notes in Networks and Systems

  7. Statistical Dialog Tracking and Management for Task-Oriented Conversational Systems

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

  8. esCorpius-m: A Massive Multilingual Crawling Corpus with a Focus on Spanish

    Applied Sciences (Switzerland), Vol. 13, Núm. 22

2022

  1. A Proposal for Developing and Deploying Statistical Dialog Management in Commercial Conversational Platforms

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

  2. A non-destructive time series model for the estimation of cherry coffee production

    Computers, Materials and Continua, Vol. 70, Núm. 3, pp. 4725-4743

  3. A proposal for multimodal emotion recognition using aural transformers and action units on ravdess dataset

    Applied Sciences (Switzerland), Vol. 12, Núm. 1

  4. An application of conversational systems to promote healthy lifestyle habits

    Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022

  5. Fine-Tuning BERT Models for Intent Recognition Using a Frequency Cut-Off Strategy for Domain-Specific Vocabulary Extension

    Applied Sciences (Switzerland), Vol. 12, Núm. 3

2021

  1. A Natural Language Processing Approach to Represent Maps from Their Description in Natural Language

    Advances in Intelligent Systems and Computing