Special Issue · Guest Editing
Advanced Machine Learning for Natural Language Processing: Methods and Applications
Submission deadline 30 November 2026
Guest Editors
Prof. Carlos Á. Iglesias
carlosangel.iglesias@upm.es
Dr. Sergio Muñoz
sergio.munoz@upm.es
Affiliation
Intelligent Systems Group (GSI), ETSI Telecomunicación, Technical University of Madrid (UPM), Madrid, Spain.
Research interestsAgents, natural language processing, mental health, machine learning, and edge AI.
This special issue brings together research on advanced machine-learning methods for natural language processing and their applications. It welcomes theoretical and applied contributions with empirical validation, benchmarks, or reproducible methodologies.
Topics of interest
- Foundation models and large language models, including efficient adaptation.
- Robustness, bias mitigation, and responsible AI in language technologies.
- Multilingual NLP, transfer learning, and domain adaptation.
- Explainable and ethical NLP systems, multimodal integration, and model evaluation.