Publicaciones en las que colabora con DAVID GRIOL BARRES (89)

2024

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

    Behaviour and Information Technology

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

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

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

  3. A modular architecture for multi-purpose conversational system development

    Intelligent Environments 2021: Workshop Proceedings of the 17th International Conference on Intelligent Environments (IOS Press), pp. 36-44

  4. Adaptive dialogue management using intent clustering and fuzzy rules

    Expert Systems

  5. An empirical assessment of deep learning approaches to task-oriented dialog management

    Neurocomputing, Vol. 439, pp. 327-339

  6. Conversational Agents for Mental Health and Wellbeing

    Logic, Argumentation and Reasoning (Springer Science and Business Media B.V.), pp. 219-244