Burcu Can

Most-cited papers

Multi-label emotion classification in texts using transfer learning
Iqra Ameer, Necva Bölücü, Muhammad Hammad Fahim Siddiqui, Burcu Can +2 more
2022Expert systems with applications126 citations
Semantic Scholar
Characters or Morphemes: How to Represent Words?
A. Ustun, Murathan Kurfali, Burcu Can
2018Rep4NLP@ACL28 citations Open access
Semantic Scholar
Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic
Iqra Ameer, Necva Bölücü, G. Sidorov, Burcu Can
2023IEEE Access27 citations Open access
Semantic Scholar
A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings
Necva Bölücü, Burcu Can, Harun Artuner
2022Expert systems with applications19 citations Open access
Semantic Scholar
Clustering Morphological Paradigms Using Syntactic Categories
Burcu Can, S. Manandhar
2009Conference and Labs of the Evaluation Forum19 citations
Semantic Scholar
Transfer learning for Turkish named entity recognition on noisy text
Emre Kağan Akkaya, Burcu Can
2020Natural Language Engineering18 citations Open access
Semantic Scholar
Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages
Necva Bölücü, Burcu Can
2019ACM Trans. Asian Low Resour. Lang. Inf. Process.16 citations
Semantic Scholar
Unsupervised Learning of Morphology by using Syntactic Categories
Burcu Can, S. Manandhar
2009Conference and Labs of the Evaluation Forum16 citations
Semantic Scholar
Unsupervised Morphological Segmentation Using Neural Word Embeddings
A. Ustun, Burcu Can
2016International Conference on Statistical Language and Speech Processing15 citations Open access
Semantic Scholar
Attention: there is an inconsistency between android permissions and application metadata!
Huseyin Alecakir, Burcu Can, S. Şen
2021Int. J. Inf. Sec.14 citations Open access
Semantic Scholar
Probabilistic Hierarchical Clustering of Morphological Paradigms
Burcu Can, S. Manandhar
2012Conference of the European Chapter of the Association for Computational Linguistics14 citations
Semantic Scholar
Methods and Algorithms for Unsupervised Learning of Morphology
Burcu Can, S. Manandhar
2014Conference on Intelligent Text Processing and Computational Linguistics13 citations Open access
Semantic Scholar
TurkishDelightNLP: A Neural Turkish NLP Toolkit
Huseyin Alecakir, Necva Bölücü, Burcu Can
2022North American Chapter of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
Language Representation Models for Music Genre Classification Using Lyrics
Hasan Akalp, Enes Furkan Cigdem, Seyma Yilmaz, Necva Bölücü +1 more
2021International Symposium on Electrical, Electronics and Information Engineering12 citations
Semantic Scholar
Tuning Language Representation Models for Classification of Turkish News
Meltem Tokgoz, F. Turhan, Necva Bölücü, Burcu Can
2021International Symposium on Electrical, Electronics and Information Engineering12 citations
Semantic Scholar
Statistical models for unsupervised learning of morphology and POS tagging
Burcu Can
201111 citations
Semantic Scholar
Using Morpheme-Level Attention Mechanism for Turkish Sequence Labelling
Yasin Esref, Burcu Can
2019Signal Processing and Communications Applications Conference8 citations Open access
Semantic Scholar
A syllable-based Turkish speech recognition system by using time delay neural networks (TDNNs)
Burcu Can, Harun Artuner
2013International Conference of Soft Computing and Pattern Recognition8 citations
Semantic Scholar
Analysing Syntactic and Semantic Features in Pre-trained Language Models in a Fully Unsupervised Setting
Necva Bölücü, Burcu Can
2022ICON7 citations
Semantic Scholar
Neural Sentiment Analysis of User Reviews to Predict User Ratings
B. Gezici, Necva Bölücü, Ayça Tarhan, Burcu Can
20192019 4th International Conference on Computer Science and Engineering (UBMK)7 citations Open access
Semantic Scholar
Neural Text Normalization for Turkish Social Media
Sinan Göker, Burcu Can
20182018 3rd International Conference on Computer Science and Engineering (UBMK)7 citations Open access
Semantic Scholar
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation
Burcu Can, S. Manandhar
2018International Conference on Computational Logic7 citations Open access
Semantic Scholar
Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets
Burcu Can, A. Ustun, Murathan Kurfali
2016Conference on Intelligent Text Processing and Computational Linguistics7 citations Open access
Semantic Scholar
Semantically-Informed Graph Neural Networks for Irony Detection in Turkish
Necva Bölücü, Burcu Can
2024ACM Trans. Asian Low Resour. Lang. Inf. Process.6 citations Open access
Semantic Scholar
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing
Necva Bölücü, Burcu Can
2021arXiv.org6 citations
Semantic Scholar
Unsupervised learning of allomorphs in Turkish
Burcu Can
2017Turkish J. Electr. Eng. Comput. Sci.6 citations Open access
Semantic Scholar
Stem-based PoS tagging for agglutinative languages
Necva Bölücü, Burcu Can
2017Signal Processing and Communications Applications Conference6 citations Open access
Semantic Scholar
Joint learning of morphology and syntax with cross-level contextual information flow
Burcu Can, Huseyin Alecakir, S. Manandhar, Cem Bozsahin
2022Natural Language Engineering5 citations Open access
Semantic Scholar
Turkish Universal Conceptual Cognitive Annotation
Necva Bölücü, Burcu Can
2022International Conference on Language Resources and Evaluation5 citations Open access
Semantic Scholar
Context Based Automatic Spelling Correction for Turkish
Necva Bölücü, Burcu Can
20192019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT)5 citations Open access
Semantic Scholar
Android Security using NLP Techniques: A Review
S. Şen, Burcu Can
2021arXiv.org4 citations
Semantic Scholar
A Cascaded Unsupervised Model for PoS Tagging
Necva Bölücü, Burcu Can
2021ACM Trans. Asian Low Resour. Lang. Inf. Process.4 citations
Semantic Scholar
Incorporating word embeddings in unsupervised morphological segmentation
A. Ustun, Burcu Can
2020Natural Language Engineering4 citations Open access
Semantic Scholar
Clustering word roots syntactically
M. Ozturk, Burcu Can
2016Signal Processing and Communications Applications Conference4 citations Open access
Semantic Scholar
Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages
L. Dyer, Anthony W Hughes, Dhwani Shah, Burcu Can
2022International Conference on Natural Language and Speech Processing3 citations
Semantic Scholar
Discovering Inconsistencies between Requested Permissions and Application Metadata by using Deep Learning
Huseyin Alecakir, M. Kabukcu, Burcu Can, S. Şen
2020International Conference on Information Security and Cryptology3 citations Open access
Semantic Scholar
Stemming Turkish Words with LSTM Networks
Türkçe Kök Bulma, Burcu Can
20193 citations
Semantic Scholar
Joint PoS Tagging and Stemming for Agglutinative Languages
Necva Bölücü, Burcu Can
2017Conference on Intelligent Text Processing and Computational Linguistics3 citations Open access
Semantic Scholar
Dirichlet Processes for Joint Learning of Morphology and PoS Tags
Burcu Can, S. Manandhar
2013International Joint Conference on Natural Language Processing3 citations
Semantic Scholar
A comprehensive analysis of adversarial attacks against spam filters
Esra Hotoğlu, S. Şen, Burcu Can
2026Computers & security2 citations Open access
Semantic Scholar
Which Sentence Representation is More Informative: An Analysis on Text Classification
Necva Bölücü, Burcu Can
2023International Conference on Dependency Linguistics2 citations
Semantic Scholar
Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora
D. Filippova, Burcu Can, Gloria Corpas Pastor
2021Recent Advances in Natural Language Processing2 citations Open access
Semantic Scholar
A GRU-based Pipeline Approach for Word-Sentence Segmentation and Punctuation Restoration in English
Jasivan Sivakumar, J. Muga, F. Spadavecchia, Daniel White +1 more
2021International Conference on Asian Language Processing2 citations Open access
Semantic Scholar
A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation
Murathan Kurfali, A. Ustun, Burcu Can
2017Conference on Intelligent Text Processing and Computational Linguistics2 citations Open access
Semantic Scholar
Building Morphological Chains for Agglutinative Languages
S. Özen, Burcu Can
2017Conference on Intelligent Text Processing and Computational Linguistics2 citations Open access
Semantic Scholar
An Agglomerative Hierarchical Clustering Algorithm for Labelling Morphs
Burcu Can, S. Manandhar
2013Recent Advances in Natural Language Processing2 citations
Semantic Scholar
A Morpheme-Aware Child-Inspired Language Model
Necva Bölücü, Burcu Can
2025Proceedings of the First BabyLM Workshop1 citations Open access
Semantic Scholar
Building a Turkish UCCA dataset
Necva Bölücü, Burcu Can
2024Natural Language Processing1 citations Open access
Semantic Scholar
Turkish Music Generation using Deep Learning
Anıl Aydıngün, Denizcan Bağdatlıoğlu, Burak Canbaz, Abdullah Kökbıyık +3 more
2020Signal Processing and Communications Applications Conference1 citations Open access
Semantic Scholar
Sarcasm Target Identification with LSTM Networks
Necva Bölücü, Burcu Can
2020Signal Processing and Communications Applications Conference1 citations Open access
Semantic Scholar