Items where Author is "Mitkov, Ruslan"

Hettiarachchi, Hansi and Ranasinghe, Tharindu and Rayson, Paul and Mitkov, Ruslan and Gaber, Mohamed Medhat and Dola Mullage, Damith and Tan, Fiona Anting and Uyangodage, Lasitha (2025) Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025). In: Proceedings of the First Workshop on Language Models for Low-Resource Languages :. Association for Computational Linguistics, ARE. ISBN 9798891762152

Furtado, Anna Beatriz Dimas and Ranasinghe, Tharindu and Blain, Frederic and Mitkov, Ruslan (2024) DORE : A Dataset for Portuguese Definition Generation. In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) :. ELRA and ICCL, ITA, pp. 5315-5322. ISBN 9782493814104

Mitkov, Ruslan and Ha, Le An (2024) Are rule-based approaches a thing of the past? : The case of anaphora resolution. Procesamiento del Lenguaje Natural, 72 (2). (In Press)

Nanomi Arachchige, Isuri and Ha, Le An and Mitkov, Ruslan and Nahar, Vinitar (2023) Evaluating Large Language Models in Relationship Extraction from Unstructured Data: Empirical Study from Holocaust Testimonies. In: International Conference Recent Advances in Natural Language Processing, RANLP 2023 :. International Conference Recent Advances in Natural Language Processing, RANLP . Association for Computational Linguistics, pp. 117-123. ISBN 9789544520922

Premasiri, Damith and Ranasinghe, Tharindu and Mitkov, Ruslan (2023) Can Model Fusing Help Transformers in Long Document Classification? : An Empirical Study. Other. Arxiv.

Mitkov, Ruslan and Ha, Le An and Maslak, Halyna and Ranasinghe, Tharindu and Sosoni, Vilelmini (2023) Automatic Generation of Multiple-Choice Test Items from Paragraphs Using Deep Neural Networks. In: Advancing Natural Language Processing in Educational Assessment :. NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT . Routledge, London, pp. 77-89. ISBN 9781032203904

Mitkov, Ruslan and Haddad Haddad, Amal and Dola Mullage, Damith and Ranasinghe, Tharindu (2023) Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants. Procesamiento del Lenguaje Natural, 71. (In Press)

Premasiri, Damith and Haddad, Amal Haddad and Ranasinghe, Tharindu and Mitkov, Ruslan (2022) Transformer-based Detection of Multiword Expressions in Flower and Plant Names. Other. Arxiv.

Plum, Alistair and Ranasinghe, Tharindu and Jones, Spencer and Orasan, Constantin and Mitkov, Ruslan (2022) Biographical Semi-Supervised Relation Extraction Dataset. In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval :. Association for Computing Machinery (ACM), ESP, pp. 3121-3130. ISBN 9781450387323

Premasiri, Damith and Ranasinghe, Tharindu and Zaghouani, Wajdi and Mitkov, Ruslan (2022) DTW at Qur'an QA 2022 : Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain. Other. Arxiv.

Parodi, Giovanni and Evans, Richard and Ha, Le An and Mitkov, Ruslan and Vergara, Cristóbal Jesus Julio and Olivares-López, Raúl Ignacio (2022) A sequence labelling approach for automatic analysis of ello : Tagging pronouns, antecedents, and connective phrases. Language Resources and Evaluation, 56. pp. 139-164. ISSN 1574-020X

Ranasinghe, Tharindu and Mitkov, Ruslan and Orasan, Constantin and Quintana, Rocío Caro (2021) Semantic textual similarity based on deep learning: Can it improve matching and retrieval for Translation Memory tools? In: Corpora in Translation and Contrastive Research in the Digital Age: Recent advances and explorations :. Benjamins Translation Library . John Benjamins, pp. 101-124. ISBN 9789027259684

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2021) An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers. In: 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, THA, pp. 434-440.

Ranasinghe, Tharindu and Plum, Alistair and Orasan, Constantin and Mitkov, Ruslan (2020) RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction. In: Proceedings of the Fourteenth Workshop on Semantic Evaluation :. Association for Computational Linguistics, pp. 717-723.

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2020) TransQuest at WMT2020: Sentence-Level Direct Assessment. In: Proceedings of the Fifth Conference on Machine Translation :. Association for Computational Linguistics, pp. 1049-1055.

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2020) TransQuest: Translation Quality Estimation with Cross-lingual Transformers. In: Proceedings of the 28th International Conference on Computational Linguistics :. International Committee on Computational Linguistics, ESP, pp. 5070-5081.

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2020) Intelligent Translation Memory Matching and Retrieval with Sentence Encoders. In: Proceedings of the 22nd Annual Conference of the European Association for Machine Translation :. European Association for Machine Translation.

Ranasinghe, Tharindu and Saadany, Hadeel and Plum, Alistair and Al Mandhari, Salim and Mohamed, Emad and Orasan, Constantin and Mitkov, Ruslan (2019) RGCL at IDAT‏ : deep learning models for irony detection in Arabic language. In: ‏Working Notes of FIRE 2019 - Forum for Information Retrieval Evaluation, Kolkata, India, 12th-15th December, 2019. :. CEUR Workshop Proceedings . CEUR Workshop Proceedings, pp. 416-425.

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2019) Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations. In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019) :. INCOMA Ltd, BGR, pp. 994-1003.

Ranasinghe, Tharindu and Orasan, Constantin and Mitkov, Ruslan (2019) Semantic Textual Similarity with Siamese Neural Networks. In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019) :. INCOMA Ltd, BGR, pp. 1004-1011.

Plum, Alistair and Ranasinghe, Tharindu and Calleja, Pablo and Orasan, Constantin and Mitkov, Ruslan (2019) RGCL-WLV at SemEval-2019 Task 12: Toponym Detection. In: Proceedings of the 13th International Workshop on Semantic Evaluation :. Association for Computational Linguistics, USA, pp. 1297-1301.

Mitkov, Ruslan (2002) Anaphora resolution. Routledge.