RabakBench: Scaling Human Annotations to Construct Localized Multilingual Safety Benchmarks for Low-Resource Languages. - Gabriel Chua; Leanne Tan; Ziyu Ge; Roy Ka-Wei Lee (CoRR, 2025)

Measuring What Matters: A Framework for Evaluating Safety Risks in Real-World LLM Applications. - Jia Yi Goh; Shaun Khoo; Nyx Iskandar; Gabriel Chua; Leanne Tan; Jessica Foo (CoRR, 2025)

Toxicity-Aware Few-Shot Prompting for Low-Resource Singlish Translation. - Ziyu Ge; Gabriel Chua; Leanne Tan; Roy Ka-Wei Lee (CoRR, 2025)

LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators. - Leanne Tan; Gabriel Chua; Ziyu Ge; Roy Ka-Wei Lee (CoRR, 2025)