Bsc Eng. (Hons) (Moratuwa)
Dushan Kumarasinghe is currently following an MSc in Data Science and Analytics at Depatment of Computer Science & Engineering, University of Moratuwa focusing his research on Natural Language Processing. He obtained his BSc (Hons) in Computer Science & Engineering (2018) degree from University of Moratuwa. He is working as a senior software engineer in Sysco LABS Sri Lanka and has been working in the software industry since 2019. He is also an associate member of the IESL.
Keywords: Natural Language Processing | Machine Learning / Deep Learning |
Theses: MSc Minor Component Research
Dushan Kumarasinghe, "Automatic Generation of Research Paper Abstracts using Deep-Hybrid Models", University of Moratuwa, 2025
Conference Papers
Dushan Kumarasinghe and Nisansa de Silva, "Abstract Generation with Hybrid Model Supported by Relevance Matrix", in International Conference on Computational Collective Intelligence, 2024, pp. 211--223. doi: 10.1007/978-3-031-70816-9_17
Dushan Kumarasinghe and Nisansa de Silva, "Automatic Generation of Abstracts for Research Papers", in Proceedings of the 34th Conference on Computational Linguistics and Speech Processing (ROCLING 2022), 2022, pp. 221--229.
PI: Nisansa de Silva
We propose to advance automatic summarization and generation techniques, with a focus on aspect-aware methods that capture fine-grained information and sentiment within concise textual representations.