I received my PhD at the Department of Computer Science, University of York as a member of the Artificial Intelligence group and under the supervision of Suresh Manandhar in 2011. I was an assistant professor at Hacettepe University between 2015-2020 before moving to University of Wolverhampton where I worked between 2020-2022 as a Reader in Computational Linguistics. I was also a visiting researcher in 2014 at the University of York, and in 2019 a visiting researcher at the Institute of Statistical Mathematics at Tokyo.
Currently, I am a Lecturer in Computing Science at the Department of Computing Science and Mathematics, University of Stirling.
Natural Language Processing , Computational Linguistics (morphological analysis, syntactic parsing, semantic parsing etc.), Machine Learning and Deep Learning
Article
Text Data Augmentation Using Generative Adversarial Networks – A Systematic Review
Silva K, Can B, Sarwar R, Blain F & Mitkov R (2023) Text Data Augmentation Using Generative Adversarial Networks – A Systematic Review. Journal of Computational and Applied Linguistics (JCAL), 1, pp. 6-38. https://ojs.nbu.bg/index.php/JCAL; https://doi.org/10.33919/JCAL.23.1.1
Article
Multi-label emotion classification in texts using transfer learning
Ameer I, Bölücü N, Siddiqui MHF, Can B, Sidorov G & Gelbukh A (2023) Multi-label emotion classification in texts using transfer learning. Expert Systems with Applications, 213, Art. No.: 118534. https://doi.org/10.1016/j.eswa.2022.118534
Article
A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings
Bölücü N, Can B & Artuner H (2023) A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings. Can Buglalilar B (Supervisor) Expert Systems with Applications, 214, Art. No.: 119103. https://doi.org/10.1016/j.eswa.2022.119103
Article
Joint learning of morphology and syntax with cross-level contextual information flow
Can B, Aleçakır H, Manandhar S & Bozşahin C (2022) Joint learning of morphology and syntax with cross-level contextual information flow. Can Buglalilar B (Project Leader) Natural Language Engineering, 28 (6), pp. 763-795. https://doi.org/10.1017/s1351324921000371