Browsing MERCon - 2021 by Author "Jayasena, S"

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Bilingual lexical induction for sinhala-english using cross lingual embedding spaces

Liyanage, A; Ranathunga, S; Jayasena, S [Conference-Full-text]

Bilingual lexicons are an important resource in Natural Language Processing (NLP). Such resources are scarce for Low Resource languages (LRLs) such as Sinhala. However, research on Bilingual Lexical Induction (BLI) on low ...
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 ...
Improving back-translation with iterative filtering and data selection for sinhala-english nmt

Epaliyana, K; Ranathunga, S; Jayasena, S [Conference-Full-text]

Neural Machine Translation (NMT) requires a large amount of parallel data to achieve reasonable results. For low resource settings such as Sinhala-English where parallel data is scarce, NMT tends to give sub-optimal results. ...

Now showing items 1-3 of 3

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