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
Conference Paper (published)
Cakebread-Andrews O, Ha LA, Frommholz I & Can B (2024) Error Analysis of NLP Models and Non-Native Speakers of English Identifying Sarcasm in Reddit Comments. In: LREC-COLING 2024, Torino, 20.05.2024-25.07.2024. ELRA Language Resource Association, pp. 6247-6256. https://aclanthology.org/2024.lrec-main.552.pdf
Article
Semantically-Informed Graph Neural Networks for Irony Detection in Turkish
Bolucu N & Can Buglalilar B (2024) Semantically-Informed Graph Neural Networks for Irony Detection in Turkish. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).
Conference Paper (published)
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels
Silva K, Frommholz I, Can B, Blain F, Sarwar R & Ugolini L (2024) Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels. In: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 21.03.2024-22.03.2024. ACL, pp. 325-337. https://aclanthology.org/2024.eacl-srw.26.pdf
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
Ameer I, Bölücü N, Sidorov G & Can B (2023) Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic. IEEE Access, 11, pp. 56921-56934. https://doi.org/10.1109/access.2023.3281544
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. Natural Language Engineering, 28 (6), pp. 763-795. https://doi.org/10.1017/s1351324921000371