Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models

• Main Authors: Cosme, Camilla Johnine, De Leon, Marlene M.
• Format: text
• Published: Archīum Ateneo 2024
• Subjects: Code-switching; Natural language processing; Online reviews; Sentiment analysis; Transformers; Computer Sciences; Databases and Information Systems; Physical Sciences and Mathematics
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/411; https://doi.org/10.1007/978-981-99-8349-0_11
• Institution: Ateneo De Manila University

Bilingual individuals already outnumber monolinguals yet most of the available resources for research in natural language processing (NLP) are for high-resource single languages. A recent area of interest in NLP research for low-resource languages is code-switching, a phenomenon in both written and...