Publications

Also listed on Google Scholar.

Conference Papers 4

2026

Online Language Adaptive Sampling for Better Distributed Cross-lingual Gains

Nguyen, Q. P., Gaschi, F., Anugraha, D., Martínez Novoa, S., Lee, E.-S. A.

Findings of EMNLP 2026, Budapest, Hungary, pp. 36873–36891

DOI arXiv BibTeX Abstract

2026

SciBETO: A Domain-Specific RoBERTa Model Trained on Spanish Scientific Texts

Prieto, J. C., Martínez Novoa, S., Gómez Mesa, L., Manrique, R.

EACL 2027Under review

Abstract

2026

Centralizing the Student Lens: Design and Evaluation of a Learning Analytics Dashboard for Academic Advising in Higher Education

Martínez Novoa, S., Melo Barrero, F., Ruiz Giraldo, M., Velásquez Marín, S., Carvajal Chaves, N., Hernández Hoyos, M., Reyes, J. P.

WEEF (IFEES & GEDC) 2026, Cartagena de Indias, ColombiaTo appear

Slides BibTeX Abstract

2026

No Student Left in Limbo: Multi-Level Clustering for Success Prediction in a Latin American University

Soto Parada, E. G., Martínez Novoa, S., Klopstock Triana, N., Fuquen Florez, D. A., Peña, F. C., Hernández Hoyos, M., Reyes, J. P.

AIED 2026, WideAIED Track, Communications in Computer and Information Science, Springer, pp. 63–77

DOI BibTeX Abstract

Workshop Papers 1

2026

MeSHClass-ES and AnatEM-ES: Open Resources for Spanish Biomedical NLP

Martínez Novoa, S., Gómez Mesa, L., Prieto, J., Manrique, R.

BioNLP 2026 (ACL Workshop), San Diego, California, pp. 617–629

DOI Slides BibTeX Abstract

Preprints 2

2026

Classification of Chest XRay Diseases through image processing and analysis techniques

Martínez Novoa, S., Ibáñez, M. C., Gómez Mesa, L., Kramer, J.

arXiv:2601.10913

arXiv Abstract

2026

Efficient Multilingual Dialogue Processing via Translation Pipelines and Distilled Language Models

Martínez Novoa, S., Rozo Fajardo, N., González Vargas, D. A., Bedoya Figueroa, N.

arXiv:2601.09059

arXiv Abstract

Theses 1

2024

Detection and Segmentation of Malignant Melanoma Regions in Dermoscopic Images Using Machine Learning

Martínez Novoa, S.

Undergraduate thesis, Universidad de los Andes

Full text BibTeX Abstract

Santiago Martínez Novoa

Publications

Conference Papers 4

Workshop Papers 1

Preprints 2

Theses 1