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Research

Dr Tharindu Ranasinghe

Lecturer in Security and Protection Science

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  1. 2020
  2. Published

    InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction

    Hettiarachchi, H. & Ranasinghe, T., 1/11/2020, Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020). Association for Computational Linguistics, p. 359-365

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Multilingual Offensive Language Identification with Cross-lingual Embeddings

    Ranasinghe, T. & Zampieri, M., 1/11/2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics, p. 5838-5844 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  4. Published

    TransQuest at WMT2020: Sentence-Level Direct Assessment

    Ranasinghe, T., Orasan, C. & Mitkov, R., 1/11/2020, Proceedings of the Fifth Conference on Machine Translation. Association for Computational Linguistics, p. 1049-1055

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

    TransQuest: Translation Quality Estimation with Cross-lingual Transformers

    Ranasinghe, T., Orasan, C. & Mitkov, R., 1/11/2020, Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 5070-5081 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Intelligent Translation Memory Matching and Retrieval with Sentence Encoders

    Ranasinghe, T., Orasan, C. & Mitkov, R., 11/2020, Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. European Association for Machine Translation

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Offensive Language Identification in Greek

    Pitenis, Z., Zampieri, M. & Ranasinghe, T., 1/05/2020, Proceedings of the Twelfth Language Resources and Evaluation Conference. European Language Resources Association (ELRA), p. 5113-5119

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. 2019
  9. Published

    BRUMS at HASOC 2019: Deep Learning Models for Multilingual Hate Speech and Offensive Language Identification.

    Ranasinghe, T., Zampieri, M. & Hettiarachchi, H., 12/12/2019, FIRE Working Notes. CEUR Workshop Proceedings, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    Concept Discovery through Information Extraction in Restaurant Domain

    Pathirana, N., Seneviratne, S., Samarawickrama, R., Wolff, S., Chitraranjan, C., Thayasivam, U. & Ranasinghe, T., 7/10/2019, In: Computación y Sistemas. 23, 3

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Emoji Powered Capsule Network to Detect Type and Target of Offensive Posts in Social Media

    Hettiarachchi, H. & Ranasinghe, T., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 474-480

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations

    Ranasinghe, T., Orasan, C. & Mitkov, R., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 994-1003

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Semantic Textual Similarity with Siamese Neural Networks

    Ranasinghe, T., Orasan, C. & Mitkov, R., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 1004-1011

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning

    Plum, A., Ranasinghe, T. & Orasan, C., 1/09/2019, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). INCOMA Ltd, p. 912-921

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. Published

    RGCL-WLV at SemEval-2019 Task 12: Toponym Detection

    Plum, A., Ranasinghe, T., Calleja, P., Orasan, C. & Mitkov, R., 1/06/2019, Proceedings of the 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics, p. 1297-1301

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. 2018
  17. Published

    User Profile Feature-Based Approach to Address the Cold Start Problem in Collaborative Filtering for Personalized Movie Recommendation

    Uyangoda, L., Ahangama, S. & Ranasinghe, T., 09/2018, 2018 Thirteenth International Conference on Digital Information Management (ICDIM). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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