Arantza del Pozo

2 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🐝 Cross-Pollinator (15)

Conferences

COLING (1) EMNLP (1)

Top co-authors

Maia Aguirre (2) Ariane Méndez (2) Jacobo López-fernández (1) Manex Serras (1) Laura García-sardiña (1) Manuel Torralbo (1) Maria Ines Torres (1)

Keywords

cross-lingual transfer (2) intent classification (2) natural language understanding (1) joint learning (1) zero-shot transfer (1) data-efficient learning (1) dialogue system (1) multilingual model (1) slot filling (1) entity recognition (1) zero-shot transfer learning (1) large language model (1)

Papers

Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs COLING 2025

Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022