Browsing MERCon - 2020 by Author "Ranathunga, S"

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  • Fine-grained named entity recognition for sinhala 
    Azeez, R; Ranathunga, S [Conference-Full-text]
    For English, Named Entity Recognition (NER) is more or less a solved problem. However, for low-resourced and morphologically rich languages such as Sinhala, minimal research has been done. In this paper, we present a ...
  • Sentiment analysis of Sinhala news comments using sentence-state lstm networks 
    Demotte, P; Senevirathne, L; Karunanayake, B; Munasinghe, U; Ranathunga, S [Conference-Full-text]
    Different types of deep learning based sentiment classification techniques have been introduced for sentiment analysis, and for Natural Language Processing, in general. However, Sinhala, which is a low resourced, yet ...
  • Tamil news clustering using word embeddings 
    Fayaza, MSF; Ranathunga, S [Conference-Full-text]
    News aggregators support the readers to view news from multiple news providers via a single point. At the moment, the only news aggregator that supports Tamil news is Google news, which has some noticeable shortages. ...