Zero-shot Cross-lingual POS Tagging for Filipino

• Main Authors: Layacan, Jimson Paulo, Flores, Isaiah Edri W., Tan, Katrina Bernice M., Estuar, Ma. Regina Justina, Montalan, Jann Railey E., De Leon, Marlene M
• Format: text
• Published: Archīum Ateneo 2024
• Subjects: Computer Engineering; Computer Sciences; Electrical and Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/427; https://archium.ateneo.edu/context/discs-faculty-pubs/article/1429/viewcontent/2024.fieldmatters_1.9.pdf
• Institution: Ateneo De Manila University

Supervised learning approaches in NLP, exemplified by POS tagging, rely heavily on the presence of large amounts of annotated data. However, acquiring such data often requires significant amount of resources and incurs high costs. In this work, we explore zero-shot cross-lingual transfer learning to...