Burcu Can

ORCID

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 37

Top Venues

University of York, UK (PHD)

Education History

University of York, UK

PHD

Publications

Necva Bölücü, Burcu Can, Harun Artuner
A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings. Expert Syst. Appl. 214 (2023)
Iqra Ameer, Necva Bölücü, Muhammad Hammad Fahim Siddiqui, Burcu Can, Grigori Sidorov, Alexander F. Gelbukh
Multi-label emotion classification in texts using transfer learning. Expert Syst. Appl. 213 (Part) (2023)
Iqra Ameer, Necva Bölücü, Grigori Sidorov, Burcu Can
Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic. IEEE Access 11 (2023)
Kanishka Silva, Burcu Can, Frédéric Blain, Raheem Sarwar, Laura Ugolini, Ruslan Mitkov
Authorship Attribution of Late 19th Century Novels using GAN-BERT. ACL (student) (2023)
Burcu Can, Huseyin Alecakir, Suresh Manandhar, Cem Bozsahin
Joint learning of morphology and syntax with cross-level contextual information flow. Nat. Lang. Eng. 28 (6) (2022)
Necva Bölücü, Burcu Can
Analysing Syntactic and Semantic Features in Pre-trained Language Models in a Fully Unsupervised Setting. ICON (2022)
Necva Bölücü, Burcu Can
Turkish Universal Conceptual Cognitive Annotation. LREC (2022)
Laurence Dyer, Anthony Hughes, Dhwani Shah, Burcu Can
Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages. ICNLSP (2022)
Huseyin Alecakir, Burcu Can, Sevil Sen
Attention: there is an inconsistency between android permissions and application metadata! Int. J. Inf. Sec. 20 (6) (2021)
Hasan Akalp, Enes Furkan Cigdem, Seyma Yilmaz, Necva Bölücü, Burcu Can
Language Representation Models for Music Genre Classification Using Lyrics. ISEEIE (2021)
Necva Bölücü, Burcu Can
A Cascaded Unsupervised Model for PoS Tagging. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (1) (2021)
Ahmet Üstün, Burcu Can
Incorporating word embeddings in unsupervised morphological segmentation. Nat. Lang. Eng. 27 (5) (2021)
Meltem Tokgoz, Fatmanur Turhan, Necva Bölücü, Burcu Can
Tuning Language Representation Models for Classification of Turkish News. ISEEIE (2021)
Emre Kagan Akkaya, Burcu Can
Transfer learning for Turkish named entity recognition on noisy text. Nat. Lang. Eng. 27 (1) (2021)
Necva Bölücü, Burcu Can
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing. CoRR (2021)
Jasivan Sivakumar, Jake Muga, Flavio Spadavecchia, Daniel White, Burcu Can
A GRU-based Pipeline Approach for Word-Sentence Segmentation and Punctuation Restoration in English. IALP (2021)
Sevil Sen, Burcu Can
Android Security using NLP Techniques: A Review. CoRR (2021)
Salih Tuc, Burcu Can
Self Attended Stack-Pointer Networks for Learning Long Term Dependencies. ICON (2020)
Anil Aydingün, Denizcan Bagdatlioglu, Burak Canbaz, Abdullah Kökbiyik, M. Furkan Yavuz, Necva Bölücü, Burcu Can
Turkish Music Generation using Deep Learning. SIU (2020)
Yasin Esref, Burcu Can
Using Morpheme-Level Attention Mechanism for Turkish Sequence Labelling. SIU (2019)
Necva Bölücü, Burcu Can
Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (3) (2019)
Ahmet Üstün, Murathan Kurfali, Burcu Can
Characters or Morphemes: How to Represent Words? Rep4NLP@ACL (2018)
Burcu Can, Suresh Manandhar
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation. Comput. Linguistics 44 (2) (2018)
Necva Bölücü, Burcu Can
Stem-based PoS tagging for agglutinative languages. SIU (2017)
Murathan Kurfali, Ahmet Üstün, Burcu Can
A Trie-structured Bayesian Model for Unsupervised Morphological Segmentation. CICLing (1) (2017)
Serkan Özen, Burcu Can
Building Morphological Chains for Agglutinative Languages. CoRR (2017)
Necva Bölücü, Burcu Can
Joint PoS Tagging and Stemming for Agglutinative Languages. CICLing (1) (2017)
Necva Bölücü, Burcu Can
Joint PoS Tagging and Stemming for Agglutinative Languages. CoRR (2017)
Burcu Can, Ahmet Üstün, Murathan Kurfali
Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets. CoRR (2017)
Murathan Kurfali, Ahmet Üstün, Burcu Can
A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation. CoRR (2017)
Serkan Özen, Burcu Can
Building Morphological Chains for Agglutinative Languages. CICLing (1) (2017)
Burcu Can
Unsupervised learning of allomorphs in Turkish. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Cengiz Acartürk, Özkan Kiliç, Bilal Kirkici, Burcu Can, Aysegül Özkan
The Role of Letter Frequency on Eye Movements in Sentential Pseudoword Reading. CogSci (2017)
Serkan Kumyol, Burcu Can
Modeling morpheme triplets with a three-level hierarchical Dirichlet process. IALP (2016)
Mustafa Burak Ozturk, Burcu Can
Clustering word roots syntactically. SIU (2016)
Ahmet Üstün, Burcu Can
Unsupervised Morphological Segmentation Using Neural Word Embeddings. SLSP (2016)
Burcu Can, Ahmet Üstün, Murathan Kurfali
Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets. CICLing (1) (2016)
Burcu Can, Suresh Manandhar
Methods and Algorithms for Unsupervised Learning of Morphology. CICLing (1) (2014)
Burcu Can, Harun Artuner
A syllable-based Turkish speech recognition system by using time delay neural networks (TDNNs). SoCPaR (2013)
Burcu Can, Suresh Manandhar
Dirichlet Processes for Joint Learning of Morphology and PoS Tags. IJCNLP (2013)
Burcu Can, Suresh Manandhar
An Agglomerative Hierarchical Clustering Algorithm for Labelling Morphs. RANLP (2013)
Burcu Can, Suresh Manandhar
Probabilistic Hierarchical Clustering of Morphological Paradigms. EACL (2012)
Burcu Can, Suresh Manandhar
Unsupervised Learning of Morphology by using Syntactic Categories. CLEF (Working Notes) (2009)
Burcu Can, Suresh Manandhar
Clustering Morphological Paradigms Using Syntactic Categories. CLEF (1) (2009)

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Publication Activity (10 Years)

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Burcu Can