Publications by Burcu Can

2021

H Alecakir, B Can, S Sen (2021) Attention: there is an inconsistency between android permissions and application metadata!, International Journal of Information Security(AM), Springer Science and Business Media LLC, url, doi:10.1007/s10207-020-00536-1

N Bölücü, B Can (2021) A cascaded unsupervised model for PoS tagging, ACM Transactions on Asian and Low-Resource Language Information Processing 0(AM), p. 0, ACM, url

S Tuç, B Can (2021) Self attended stack pointer networks for learning long term dependencies, ICON 2020: 17th International Conference on Natural Language Processing(AM), Virtual: Association for Computational Linguistics, url

2020

H Aleçakır, M Kabukcu, B Can Buglalilar, S Şen (2020) Discovering inconsistencies between requested permissions and application metadata by using deep learning, The 13th International Conference on Information Security and Cryptology(AM), Virtual: ISCTurkey, url, doi:10.1109/ISCTURKEY51113.2020.9308004

A Aydıngün, D Bağdatlıoğlu, B Canbaz, A Kökbıyık, M F Yavuz, N Bölücü, B Can (2020) Turkish music generation using deep learning, 28th IEEE Conference on Signal Processing and Communications Applications(AM), Virtual: IEEE, url

N Bölücü, B Can (2020) Sarcasm target identification with LSTM networks, 28th IEEE Conference on Signal Processing and Communications Applications(AM), Virtual: IEEE, url

E Kagan Akkaya, B Can (2020) Transfer learning for Turkish named entity recognition on noisy text, Natural Language Engineering 27(1), p. 35-64, Cambridge University Press (CUP), url, doi:10.1017/S1351324919000627

A Üstün, B Can (2020) Incorporating word embeddings in unsupervised morphological segmentation, Natural Language Engineering 2020(AM), p. 1-21, Cambridge University Press (CUP), url, doi:10.1017/S1351324920000406

2019

N Bolucu, B Can (2019) Context based automatic spelling correction for Turkish, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT)(AM), IEEE, url, doi:10.1109/ebbt.2019.8742067

B Can (2019) LSTM Ağları ile Türkçe Kök Bulma, Bilişim Teknolojileri Dergisi, p. 183-193, International Journal of Informatics Technologies, doi:10.17671/gazibtd.486042

Y Esref, B Can (2019) Using morpheme-level attention mechanism for Turkish sequence labelling, 2019 27th Signal Processing and Communications Applications Conference (SIU)(AM), IEEE, url, doi:10.1109/siu.2019.8806530

B Gezici, N Bolucu, A Tarhan, B Can (2019) Neural sentiment analysis of user reviews to predict user ratings, 2019 4th International Conference on Computer Science and Engineering (UBMK)(AM), IEEE, url, doi:10.1109/ubmk.2019.8907234

D Moussallem, T C Ferreira, M Zampieri, M C Cavalcanti, G Xexéo, M Neves, A C N Ngomo (2019) Rdf2Pt: Generating brazilian Portuguese texts from RDF data, LREC 2018 - 11th International Conference on Language Resources and Evaluation, p. 3043-3050

B Öztürk, B Can (2019) Turkish lexicon expansion by using finite state automata, Turkish Journal of Electrical Engineering & Computer Sciences 27(2), p. 1012-1027, Scientific and Technological Research Council of Turkey, url, doi:10.3906/elk-1804-10

2018

B Can, S Manandhar (2018) Tree structured Dirichlet processes for hierarchical morphological segmentation, Computational Linguistics 44(2), p. 349-374, MIT Press, url, doi:10.1162/COLI_a_00318

S Goker, B Can (2018) Neural text normalization for Turkish social media, 2018 3rd International Conference on Computer Science and Engineering (UBMK)(AM), Sarajevo, Bosnia-Herzegovina: IEEE, url, doi:10.1109/ubmk.2018.8566406

A Üstün, M Kurfalı, B Can (2018) Characters or morphemes: how to represent words?, Proceedings of The Third Workshop on Representation Learning for NLP(VoR), Association for Computational Linguistics, url, doi:10.18653/v1/w18-3019

2017

N Bolucu, B Can (2017) Stem-based PoS tagging for agglutinative languages, 2017 25th Signal Processing and Communications Applications Conference (SIU)(AM), Antalya, Turkey: IEEE, url, doi:10.1109/siu.2017.7960386

B Can (2017) Unsupervised learning of allomorphs in Turkish, Turkish Journal of Electrical Engineering & Computer Sciences 25(4), p. 3253-3260, Scientific and Technological Research Council of Turkey, url, doi:10.3906/elk-1605-216

S Kumyol, B Can (2017) Modeling morpheme triplets with a three-level hierarchical Dirichlet process, 2016 International Conference on Asian Language Processing (IALP)(AM), p. 366-369, Tainan, Taiwan: IEEE, url, doi:10.1109/ialp.2016.7876007

E F Çiğdem, H Akalp, Ş Yılmaz, N Bölücü, B Can Buglalilar () Language Representation Models for Music Genre Classification using Lyrics, 2020 European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2020), Virtual: ECNLPIR digital conference proceedings

2016

B Can, A Üstün (2016) Unsupervised morphological segmentation using neural word embeddings 9918(AM), p. 43-53, Springer International Publishing, url, doi:10.1007/978-3-319-45925-7_4

M Tokgöz, F Turhan, N Bölücü, B Can Buglalilar () Tuning Language Representation Models for Classification of Turkish News, 2020 European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2020), Virtual: ECNLPIR digital conference proceedings

2014

B Can, S Manandhar (2014) Methods and algorithms for unsupervised learning of morphology 8403(AM), p. 177-205, Springer, url, doi:10.1007/978-3-642-54906-9_15

2013

B Can, H Artuner, IEEE (2013) A Syllable-Based Turkish Speech Recognition System by Using Time Delay Neural Networks (TDNNs), 2013 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), p. 219-224, url