Building Python-Based Topologies for Massive Processing of Social Media Data in Real Time. - Rodrigo Martínez-Castaño; Juan Carlos Pichel; David E. Losada (CERI, 2018)

A Micromodule Approach for Building Real-Time Systems with Python-Based Models: Application to Early Risk Detection of Depression on Social Media. - Rodrigo Martínez-Castaño; Juan Carlos Pichel; David E. Losada; Fabio Crestani (ECIR, 2018)

LinguaKit: A Big Data-Based Multilingual Tool for Linguistic Analysis and Information Extraction. - Pablo Gamallo Otero; Marcos García 001; César Piñeiro; Rodrigo Martínez-Castaño; Juan Carlos Pichel (SNAMS, 2018)

Polypus: a Big Data Self-Deployable Architecture for Microblogging Text Extraction and Real-Time Sentiment Analysis. - Rodrigo Martínez-Castaño; Juan Carlos Pichel; Pablo Gamallo 001 (CoRR, 2018)

eXtream: a System for Real-time Monitoring of Dynamic Web Sources. - Marcos Fernández-Pichel; Rodrigo Martínez-Castaño; David E. Losada; Juan Carlos Pichel (CIRCLE, 2020)

Early Risk Detection of Self-Harm and Depression Severity using BERT-based Transformers. - Rodrigo Martínez-Castaño; Amal Htait; Leif Azzopardi; Yashar Moshfeghi (CLEF (Working Notes), 2020)

Ignis: An efficient and scalable multi-language Big Data framework. - César Piñeiro; Rodrigo Martínez-Castaño; Juan Carlos Pichel (Future Gener. Comput. Syst., 2020)

BERT-Based Transformers for Early Detection of Mental Health Illnesses. - Rodrigo Martínez-Castaño; Amal Htait; Leif Azzopardi; Yashar Moshfeghi (CLEF, 2021)

Real-Time Focused Extraction of Social Media Users. - Rodrigo Martínez-Castaño; David E. Losada; Juan Carlos Pichel (IEEE Access, 2022)

Cross-lingual Transfer of Reward Models in Multilingual Alignment. - Jiwoo Hong; Noah Lee; Rodrigo Martínez-Castaño; César Rodríguez; James Thorne (NAACL (Short Papers), 2025)