13th Annual International Conference on Industrial Engineering and Operations Management

Transformer-based Conditional Language Models to Generate Filipino News Articles

Kenrick Lance Buñag & Rosanna Esquivel
Publisher: IEOM Society International
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Track: Modeling and Simulation
Abstract

The study aims to develop an application that, conditioned on an image, generates a Filipino news article that is similar to a real article. It explores the capabilities of current NLP algorithms for language generation in the low-resource Filipino language. In order to carry out the study, a dataset of Filipino news articles with accompanying images will be collected. With this, the study also sets out to publish a dataset for conditional language generation in the Filipino language.

Published in: 13th Annual International Conference on Industrial Engineering and Operations Management, Manila, Philipines

Publisher: IEOM Society International
Date of Conference: March 7-9, 2023

ISBN: 979-8-3507-0543-0
ISSN/E-ISSN: 2169-8767