Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? - En-Shiun Annie Lee; Sarubi Thillainathan; Shravan Nayak; Surangika Ranathunga; David Ifeoluwa Adelani; Ruisi Su; Arya McCarthy (ACL (Findings), 2022)

Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation. - Shravan Nayak; Surangika Ranathunga; Sarubi Thillainathan; Rikki Hung; Anthony Rinaldi; Yining Wang; Jonah Mackey; Andrew Ho; En-Shiun Annie Lee (CoRR, 2023)

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. - Tong Su; Xin Peng; Sarubi Thillainathan; David Guzmán; Surangika Ranathunga; En-Shiun Annie Lee (NAACL-HLT (Findings), 2024)

Fine-grained Controllable Text Generation through In-context Learning with Feedback. - Sarubi Thillainathan; Alexander Koller (CoRR, 2024)

Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation. - Sarubi Thillainathan; Songchen Yuan; En-Shiun Annie Lee; Sanath Jayasena; Surangika Ranathunga (CoRR, 2025)