Browsing UoM Conferences by Subject "neural machine translation"

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Fine-tuning self-supervised multilingual sequence-to-sequence models for extremely low-resource nmt

Thillainathan, S; Ranathunga, S; Jayasena, S [Conference-Full-text]

Neural Machine Translation (NMT) tends to perform poorly in low-resource language settings due to the scarcity of parallel data. Instead of relying on inadequate parallel corpora, we can take advantage of monolingual data ...
Transliteration and byte pair encoding to improve Tamil to Sinhala neural machine translation

Tennage, P; Herath, A; Thilakarathne, M; Sandaruwan, P; Ranathunga, S [Conference-Full-text]

Neural Machine Translation (NMT) is the current state-of-the-art machine translation technique. However, applicability of NMT for language pairs that have high morphological variations is still debatable. Lack of ...

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