Apprentice Projects
Projects
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
CoRaL: Contextual Relevance and Linguistic Enrichment
A multi-dimensional data curation framework to balance quality, relevance, and cultural coverage in low-resource corpora.
Mentors Fajri Koto, M. Dehan Al-Kautsar
Mentees (3) Thanh-Nhi Nguyen, Feliks Victor Parningotan Samosir, Michael Christlambert Sinanta
Reasoning Agentic LLM Router
Develop skill-based routing to reduce inference costs while preserving strong generalization.
Mentors Genta Indra Winata, David Anugraha
Mentees (3) Napol Rachatasumrit, Quyen Le Hoang Tran, Jaycent Gunawan Ongris
Selective Memory Layer Finetuning
Explore memory-layer finetuning strategies to improve continual learning without catastrophic forgetting.
Mentors Alham Fikri Aji, Farid Adilazuarda, M. Reza Qorib
Mentees (5) Faeyza Rishad Ardi, Izaaz Inhar, Phudish Prateepamornkul, Quang Minh Nguyen, Tri Vo
Knowledge Distillation in Multilingual Vision-Text Model
Distill compact multilingual vision-text embeddings from large multimodal teachers for real-world deployment.
Mentors Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Pume Tuchinda
Mentees (4) Ashvanth S, Faiz Assabil Firdaus, Ilma Aliya Fiddien, Puja Ahmad Habibi