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Professor Ruslan Mitkov

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  1. 2023
  2. Published

    Automatic Generation of Multiple-Choice Test Items from Paragraphs Using Deep Neural Networks

    Mitkov, R., Ha, L. A., Maslak, H., Ranasinghe, T. & Sosoni, V., 5/06/2023, Advancing Natural Language Processing in Educational Assessment. Yaneva, V. & von Davier, M. (eds.). London: Routledge, p. 77-89 13 p. (NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  3. Forthcoming

    Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants

    Mitkov, R., Haddad Haddad, A., Dola Mullage, D. & Ranasinghe, T., 17/05/2023, (Accepted/In press) In: Procesamiento del Lenguaje Natural. 71

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

  4. 2022
  5. Published

    Transformer-based Detection of Multiword Expressions in Flower and Plant Names

    Premasiri, D., Haddad, A. H., Ranasinghe, T. & Mitkov, R., 20/09/2022, Arxiv.

    Research output: Working paper › Preprint

  6. Published

    Biographical Semi-Supervised Relation Extraction Dataset

    Plum, A., Ranasinghe, T., Jones, S., Orasan, C. & Mitkov, R., 7/07/2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York: Association for Computing Machinery (ACM), p. 3121-3130 10 p.

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

  7. Published

    DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain

    Premasiri, D., Ranasinghe, T., Zaghouani, W. & Mitkov, R., 12/05/2022, Arxiv, 8 p.

    Research output: Working paper › Preprint

  8. Published

    A sequence labelling approach for automatic analysis of ello: Tagging pronouns, antecedents, and connective phrases

    Parodi, G., Evans, R., Ha, L. A., Mitkov, R., Vergara, C. J. J. & Olivares-López , R. I., 31/03/2022, In: Language Resources and Evaluation. 56, p. 139-164 26 p.

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

  9. 2021
  10. Published

    Semantic textual similarity based on deep learning: Can it improve matching and retrieval for Translation Memory tools?

    Ranasinghe, T., Mitkov, R., Orasan, C. & Quintana, R. C., 8/12/2021, Corpora in Translation and Contrastive Research in the Digital Age: Recent advances and explorations. Lavid-Lopez, J., Maiz-Arevalo, C. & Zamorano-Mansilla, J. R. (eds.). John Benjamins, p. 101-124 24 p. (Benjamins Translation Library; vol. 158).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  11. Published

    An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers

    Ranasinghe, T., Orasan, C. & Mitkov, R., 1/08/2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Association for Computational Linguistics, p. 434-440 7 p.

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

  12. 2020
  13. Published

    RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction

    Ranasinghe, T., Plum, A., Orasan, C. & Mitkov, R., 1/12/2020, Proceedings of the Fourteenth Workshop on Semantic Evaluation. Association for Computational Linguistics, p. 717-723

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

  14. 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

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