Author

Natalia Madrueño

Institution: Universidad Rey Juan Carlos

Observed institution: Universidad Rey Juan Carlos

ORCID: 0009-0008-9823-9701

Observed ORCID: 0009-0008-9823-9701

OpenAlex ID: A5117597258

Advancing text adversarial example generation using large language models

2025 · Natalia Madrueño, Alberto Fernández-Isabel, et al. · Knowledge-Based Systems · 6

Novel utterance data augmentation for intent classification using large language models

2025 · Natalia Madrueño, Alberto Fernández-Isabel, et al. · Neural Computing and Applications · 2

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From Adversarial Attacks to Demonstrations for Robust NLP Systems

2026 · Natalia Madrueño, Óscar Soto-Sánchez, et al. · Lecture notes in computer science

URJC-Team at #SMM4H-HeaRD 2026: TNM Stage Extraction with a Regex-LLM Workflow

2026 · Natalia Madrueño, Jose Walter Hernández Pérez, et al. · Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H)

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Using LLM Agents for Data Integration in Cybersecurity Incidents

2025 · Natalia Madrueño, Jaime Rueda, et al. · Lecture notes in computer science

Exploring New Methods of Data Augmentation for Intent Classification Through Large Language Models

2025 · Natalia Madrueño, Alberto Fernández-Isabel, et al. · Communications in computer and information science

Works count: 6

Citation count: 8

H-index: 2

I10-index: