Nisansa de Silva

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Amal Shehan PereraSenior Lecturer in Computer Science & Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Vindula JayawardanaMITVerified email at mit.edu
Gathika RatnayakaDepartment Of Computer Science and Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Dejing DouProfessor (on leave), University of Oregon/Head of BDL and BIL, Baidu ResearchVerified email at cs.uoregon.edu
Dimuthu LakmalUniversity of MoratuwaVerified email at cse.mrt.ac.lk
Keet SugathadasaGraduate - University of MoratuwaVerified email at cse.mrt.ac.lk
Buddhi Ayesha RathnayakaGraduate Researcher, Department of Computer Science and Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Menuka WarushavithanaGraduate Student at Department of Computer Science, Colorado State UniversityVerified email at colostate.edu
Thejan RupasingheDepartment of Computer Science and Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk
Viraj GamageUndergraduate in Computer Science and Engineering, University of Moratuwa, Sri LankaVerified email at cse.mrt.ac.lk
Jingshan HuangUniversity of South AlabamaVerified email at southalabama.edu
Gihan DiasUniversity of MoratuwaVerified email at uom.lk
Yudhanjaya WijeratneLIRNEasiaVerified email at lirneasia.net
Danaja MaldeniyaUniversity of MichiganVerified email at umich.edu
Fernando Gutierrez GomezUniversidad Adolfo IbáñezVerified email at udec.cl
Sriganesh LokanathanLIRNEasiaVerified email at alum.mit.edu
Chamila WijayarathnaSoftware Engineer, Macquarie GroupVerified email at latrobe.edu.au
Dimuthu Upeksha WannipurageResearch Software Engineer at Indiana UniversityVerified email at iu.edu
Qiuhao LuDepartment of Computer and Information Science, University of OregonVerified email at cs.uoregon.edu
Chanika Ruchini MudaligeUndergraduate, Department of Computer Science and Engineering, University of MoratuwaVerified email at cse.mrt.ac.lk

Nisansa de Silva

Lecturer, Department of Computer Science & Engineering, University of Moratuwa

Verified email at cse.mrt.ac.lk - Homepage

Natural Language Processing Artificial Intelligence Machine Learning


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Legal document retrieval using document vector embeddings and deep learning K Sugathadasa, B Ayesha, N Silva, AS Perera, V Jayawardana, D Lakmal, ... Science and information conference, 160-175, 2018	56*	2018
Synergistic union of word2vec and lexicon for domain specific semantic similarity K Sugathadasa, B Ayesha, N de Silva, AS Perera, V Jayawardana, ... 2017 IEEE international conference on industrial and information systems …, 2017	56*	2017
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets J Kreutzer, I Caswell, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ... Transactions of the Association for Computational Linguistics 10, 50-72, 2022	43*	2022
Deriving a representative vector for ontology classes with instance word vector embeddings V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ... 2017 Seventh International Conference on Innovative Computing Technology …, 2017	35*	2017
OmniSearch: a semantic search system based on the Ontology for MIcroRNA Target (OMIT) for microRNA-target gene interaction data MTAR Jingshan Huang, Fernando Gutierrez, Harrison J. Strachan, Dejing Dou ... Journal of Biomedical Semantics 7 (25), 2016	34	2016
Semi-supervised instance population of an ontology using word vector embedding V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ... 2017 Seventeenth International Conference on Advances in ICT for Emerging …, 2017	24*	2017
Building a WordNet for Sinhala I Wijesiri, M Gallage, B Gunathilaka, M Lakjeewa, DC Wimalasuriya, ... 7th Global Wordnet Conference, 100, 2014	24	2014
Discovering inconsistencies in pubmed abstracts through ontology-based information extraction N de Silva, D Dou, J Huang Proceedings of the 8th ACM International Conference on Bioinformatics …, 2017	22	2017
The Potential of Mobile Network Big Data as a Tool in Colombo’s Transportation and Urban Planning S Lokanathan, GE Kreindler, NHN de Silva, Y Miyauchi, D Dhananjaya, ... Information Technologies & International Development 12 (2), pp. 63-73, 2016	18	2016
Fast approach to build an automatic sentiment annotator for legal domain using transfer learning V Salaka, M Warushavithana, N de Silva, AS Perera, G Ratnayaka, ... Proceedings of the 9th Workshop on Computational Approaches to Subjectivity …, 2018	16*	2018
Survey on publicly available Sinhala natural language processing tools and research N de Silva arXiv preprint arXiv:1906.02358, 2019	15	2019
Concept and attention-based CNN for question retrieval in multi-view learning P Wang, L Ji, J Yan, D Dou, ND Silva, Y Zhang, L Jin ACM Transactions on Intelligent Systems and Technology (TIST) 9 (4), 1-24, 2018	15	2018
Word vector embeddings and domain specific semantic based semi-supervised ontology instance population V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ... International Journal on Advances in ICT for Emerging Regions 10 (1), 1, 2017	14*	2017
The development of non-coding RNA ontology J Huang, K Eilbeck, B Smith, JA Blake, D Dou, W Huang, DA Natale, ... International journal of data mining and bioinformatics 15 (3), 214-232, 2016	14	2016
Logic rules powered knowledge graph embedding P Wang, D Dou, F Wu, N de Silva, L Jin arXiv preprint arXiv:1903.03772, 2019	12	2019
Identifying relationships among sentences in court case transcripts using discourse relations G Ratnayaka, T Rupasinghe, N de Silva, M Warushavithana, V Gamage, ... 2018 18th International Conference on Advances in ICT for Emerging Regions …, 2018	12*	2018
Safs3 algorithm: Frequency statistic and semantic similarity based semantic classification use case N de Silva 2015 Fifteenth International Conference on Advances in ICT for Emerging …, 2015	12	2015
Learning electronic health records through hyperbolic embedding of medical ontologies Q Lu, N de Silva, S Kafle, J Cao, D Dou, TH Nguyen, P Sen, B Hailpern, ... Proceedings of the 10th ACM International Conference on Bioinformatics …, 2019	10*	2019
Shift-of-perspective identification within legal cases G Ratnayaka, T Rupasinghe, N de Silva, VS Gamage, M Warushavithana, ... arXiv preprint arXiv:1906.02430, 2019	10	2019
Natural language processing for government: Problems and potential Y Wijeratne, N de Silva, Y Shanmugarajah International Development Research Centre (Canada) 1, 2019	9	2019

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