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\n  \n 2022\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n BERTifying Sinhala-A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification.\n \n \n \n\n\n \n Dhananjaya, V.; Demotte, P.; Ranathunga, S.; and Jayasena, S.\n\n\n \n\n\n\n In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 7377–7385, 2022. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{dhananjaya2022bertifying,\n  title={BERTifying Sinhala-A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification},\n  author={Dhananjaya, Vinura and Demotte, Piyumal and Ranathunga, Surangika and Jayasena, Sanath},\n  booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference},\n  pages={7377--7385},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Deep learning-based prediction for stand age and land utilization of rubber plantation.\n \n \n \n\n\n \n Mahakalanda, I.; Demotte, P.; Perera, I.; Meedeniya, D.; Wijesuriya, W.; and Rodrigo, L.\n\n\n \n\n\n\n In Application of Machine Learning in Agriculture, pages 131–156. Elsevier, 2022.\n \n\n\n\n
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@incollection{mahakalanda2022deep,\n  title={Deep learning-based prediction for stand age and land utilization of rubber plantation},\n  author={Mahakalanda, Indra and Demotte, Piyumal and Perera, Indika and Meedeniya, Dulani and Wijesuriya, Wasana and Rodrigo, Lakshman},\n  booktitle={Application of Machine Learning in Agriculture},\n  pages={131--156},\n  year={2022},\n  publisher={Elsevier}\n}\n\n
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\n  \n 2021\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Enhanced sentiment extraction architecture for social media content analysis using capsule networks.\n \n \n \n\n\n \n Demotte, P; Wijegunarathna, K; Meedeniya, D; and Perera, I\n\n\n \n\n\n\n Multimedia tools and applications,1–26. 2021.\n \n\n\n\n
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@article{demotte2021enhanced,\n  title={Enhanced sentiment extraction architecture for social media content analysis using capsule networks},\n  author={Demotte, P and Wijegunarathna, K and Meedeniya, D and Perera, I},\n  journal={Multimedia tools and applications},\n  pages={1--26},\n  publisher={Springer},\n  year={2021}\n}\n\n\n
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\n \n\n \n \n \n \n \n Dual-state capsule networks for text classification.\n \n \n \n\n\n \n Demotte, P.; and Ranathunga, S.\n\n\n \n\n\n\n arXiv preprint arXiv:2109.04762. 2021.\n \n\n\n\n
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@article{demotte2021dual,\n  title={Dual-state capsule networks for text classification},\n  author={Demotte, Piyumal and Ranathunga, Surangika},\n  journal={arXiv preprint arXiv:2109.04762},\n  year={2021}\n}
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\n  \n 2020\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Sentiment analysis for sinhala language using deep learning techniques.\n \n \n \n\n\n \n Senevirathne, L.; Demotte, P.; Karunanayake, B.; Munasinghe, U.; and Ranathunga, S.\n\n\n \n\n\n\n arXiv preprint arXiv:2011.07280. 2020.\n \n\n\n\n
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@article{senevirathne2020sentiment,\n  title={Sentiment analysis for sinhala language using deep learning techniques},\n  author={Senevirathne, Lahiru and Demotte, Piyumal and Karunanayake, Binod and Munasinghe, Udyogi and Ranathunga, Surangika},\n  journal={arXiv preprint arXiv:2011.07280},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Sentiment analysis of Sinhala news comments using sentence-state LSTM networks.\n \n \n \n\n\n \n Demotte, P.; Senevirathne, L.; Karunanayake, B.; Munasinghe, U.; and Ranathunga, S.\n\n\n \n\n\n\n In 2020 Moratuwa Engineering Research Conference (MERCon), pages 283–288, 2020. IEEE\n \n\n\n\n
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@inproceedings{demotte2020sentiment,\n  title={Sentiment analysis of Sinhala news comments using sentence-state LSTM networks},\n  author={Demotte, Piyumal and Senevirathne, Lahiru and Karunanayake, Binod and Munasinghe, Udyogi and Ranathunga, Surangika},\n  booktitle={2020 Moratuwa Engineering Research Conference (MERCon)},\n  pages={283--288},\n  year={2020},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Sinhala Sentiment Lexicon Generation using Word Similarity.\n \n \n \n\n\n \n Karunanayake, B.; Munasinghe, U.; Demotte, P.; Senevirathne, L.; and Ranathunga, S.\n\n\n \n\n\n\n In 2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer), pages 77–82, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{karunanayake2020sinhala,\n  title={Sinhala Sentiment Lexicon Generation using Word Similarity},\n  author={Karunanayake, Binod and Munasinghe, Udyogi and Demotte, Piyumal and Senevirathne, Lahiru and Ranathunga, Surangika},\n  booktitle={2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer)},\n  pages={77--82},\n  year={2020},\n  organization={IEEE}\n}\n\n\n
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