Browsing Master of Science By Research by Subject "INFORMATION TECHNOLOGY -Dissertation"

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Minimizing domain bias when adapting sentiment analysis techniques to the legal domain

Ratnayaka G [Thesis-Full-text]

Sentiment Analysis can be considered as an integral part of Natural Language Processing with a wide variety of significant use cases related to different application domains. Analyzing sentiments of descriptions that are ...
Pre-training and fine-tuning multilingual sequence-to-sequence models for domain-specific low-resource neural machine translation

Thillainathan S [Thesis-Full-text]

Limited parallel data is a major bottleneck for morphologically rich Low-Resource Languages (LRLs), resulting in Neural Machine Translation (NMT) systems of poor quality. Language representation learning in a self-supervised ...
Using back-translation to improve domain-specific English-Sinhala neural machine translation

Epaliyana K [Thesis-Full-text]

Machine Translation (MT) is the automatic conversion of text in one language to other languages. Neural Machine Translation (NMT) is the state-of-the-art MT technique w builds an end-to-end neural model that generates ...

Now showing items 1-3 of 3

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