Projects Mentored
Language Surgery in Multilingual Large Language Models
A technique for controlling language use in multilingual LLMs without retraining.
Mentors Samuel Cahyawijaya, Genta Indra Winata, Fajri Koto, Peerat Limkonchotiwat, Alham Fikri Aji
Mentees (3) Joanito Agili Lopo, Muhammad Ravi Shulthan Habibi, Tack Hwa Wong
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations
Learning language embeddings from model entropy to recover typological structure.
Mentors Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya
Mentees (4) Patrick Amadeus Irawan, Ryandito Diandaru, Belati Jagad Bintang Syuhada, Randy Zakya Suchrady
Multilingual Agentic Benchmarking for Underrepresented Regions
Build an environment and evaluation benchmark for agentic LLMs in low-resource languages and underrepresented regions.
Mentors Samuel Cahyawijaya, Patomporn Payoungkhamdee
Mentees (5) Aulia Adila, Kittiphat Leesombatwathana, My (Chiffon) Nguyen, Saksorn Ruangtanusak, Vissuta Gunawan Lim