Publications

2022 (2)

BERTifying Sinhala-A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification. Dhananjaya, V.; Demotte, P.; Ranathunga, S.; and Jayasena, S. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 7377–7385, 2022.
link bibtex

@inproceedings{dhananjaya2022bertifying,
  title={BERTifying Sinhala-A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification},
  author={Dhananjaya, Vinura and Demotte, Piyumal and Ranathunga, Surangika and Jayasena, Sanath},
  booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference},
  pages={7377--7385},
  year={2022}
}

Deep learning-based prediction for stand age and land utilization of rubber plantation. Mahakalanda, I.; Demotte, P.; Perera, I.; Meedeniya, D.; Wijesuriya, W.; and Rodrigo, L. In Application of Machine Learning in Agriculture, pages 131–156. Elsevier, 2022.
link bibtex

@incollection{mahakalanda2022deep,
  title={Deep learning-based prediction for stand age and land utilization of rubber plantation},
  author={Mahakalanda, Indra and Demotte, Piyumal and Perera, Indika and Meedeniya, Dulani and Wijesuriya, Wasana and Rodrigo, Lakshman},
  booktitle={Application of Machine Learning in Agriculture},
  pages={131--156},
  year={2022},
  publisher={Elsevier}
}

2021 (2)

Enhanced sentiment extraction architecture for social media content analysis using capsule networks. Demotte, P; Wijegunarathna, K; Meedeniya, D; and Perera, I Multimedia tools and applications,1–26. 2021.
link bibtex

@article{demotte2021enhanced,
  title={Enhanced sentiment extraction architecture for social media content analysis using capsule networks},
  author={Demotte, P and Wijegunarathna, K and Meedeniya, D and Perera, I},
  journal={Multimedia tools and applications},
  pages={1--26},
  publisher={Springer},
  year={2021}
}

Dual-state capsule networks for text classification. Demotte, P.; and Ranathunga, S. arXiv preprint arXiv:2109.04762. 2021.
link bibtex

@article{demotte2021dual,
  title={Dual-state capsule networks for text classification},
  author={Demotte, Piyumal and Ranathunga, Surangika},
  journal={arXiv preprint arXiv:2109.04762},
  year={2021}
}

2020 (3)

Sentiment analysis for sinhala language using deep learning techniques. Senevirathne, L.; Demotte, P.; Karunanayake, B.; Munasinghe, U.; and Ranathunga, S. arXiv preprint arXiv:2011.07280. 2020.
link bibtex

@article{senevirathne2020sentiment,
  title={Sentiment analysis for sinhala language using deep learning techniques},
  author={Senevirathne, Lahiru and Demotte, Piyumal and Karunanayake, Binod and Munasinghe, Udyogi and Ranathunga, Surangika},
  journal={arXiv preprint arXiv:2011.07280},
  year={2020}
}

Sentiment analysis of Sinhala news comments using sentence-state LSTM networks. Demotte, P.; Senevirathne, L.; Karunanayake, B.; Munasinghe, U.; and Ranathunga, S. In 2020 Moratuwa Engineering Research Conference (MERCon), pages 283–288, 2020. IEEE
link bibtex

@inproceedings{demotte2020sentiment,
  title={Sentiment analysis of Sinhala news comments using sentence-state LSTM networks},
  author={Demotte, Piyumal and Senevirathne, Lahiru and Karunanayake, Binod and Munasinghe, Udyogi and Ranathunga, Surangika},
  booktitle={2020 Moratuwa Engineering Research Conference (MERCon)},
  pages={283--288},
  year={2020},
  organization={IEEE}
}

Sinhala Sentiment Lexicon Generation using Word Similarity. Karunanayake, B.; Munasinghe, U.; Demotte, P.; Senevirathne, L.; and Ranathunga, S. In 2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer), pages 77–82, 2020. IEEE
link bibtex

@inproceedings{karunanayake2020sinhala,
  title={Sinhala Sentiment Lexicon Generation using Word Similarity},
  author={Karunanayake, Binod and Munasinghe, Udyogi and Demotte, Piyumal and Senevirathne, Lahiru and Ranathunga, Surangika},
  booktitle={2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer)},
  pages={77--82},
  year={2020},
  organization={IEEE}
}

Piyumal Anthony Demotte

Publications