Browsing by Subject "XLM-R"

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Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification

Rathnayake, H; Sumanapala, J; Rukshani, R; Ranathunga, S [Article-Full-text]

Code-mixing and code-switching are frequent features in online conversations. Classification of such text is challenging if one of the languages is low-resourced. Fine-tuning pre-trained multilingual language models is a ...
Cross- lingual document clustering for Sinhala,Tamil, and English using pre-trained multilingual language models

Vithulan MV [Thesis-Abstract]

Organising text articles into groups or clusters is known as document clustering. Documents that belong to a cluster are about the same subject. Document embeddings should be in the same embedding space for the cross-lingual ...

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