See also: Google Scholar · Semantic Scholar. My name is bolded in the author list. * denotes equal contribution.

2024

Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods
V. Menan, D. Jayakody, N. de Silva, A. Fernando, S. Ranathunga
Proceedings of the Ninth Conference on Machine Translation (WMT), 2024.
Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research
S. Ranathunga, N. de Silva, D. Jayakody, A. Fernando
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL), 2024.

2023

Few-shot Multispectral Segmentation with Representations Generated by Reinforcement Learning
D. Jayakody, T. Ambegoda
arXiv preprint arXiv:2311.11827, 2023.
arXiv
Geometric Perception based Efficient Text Recognition
P. N. Deelaka, D. R. Jayakodi, D. Y. Silva
arXiv preprint arXiv:2302.03873, 2023.
arXiv
Optimized Field Sampling of Mars-Analog Serpentine Zones via Machine Learning
D. Jayakody, T. Ambegoda, S. Karunatillake, E. Hughes
54th Lunar and Planetary Science Conference, 2023.