Burcu Can

According to our database, Burcu Can authored at least 42 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels.

Kanishka Silva, Ingo Frommholz, Burcu Can, Frédéric Blain, Raheem Sarwar, Laura Ugolini

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings.

Necva Bölücü, Burcu Can, Harun Artuner

Expert Syst. Appl., 2023

Multi-label emotion classification in texts using transfer learning.

Iqra Ameer, Necva Bölücü, Muhammad Hammad Fahim Siddiqui, Burcu Can, Grigori Sidorov, Alexander F. Gelbukh

Expert Syst. Appl., 2023

Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic.

Iqra Ameer, Necva Bölücü, Grigori Sidorov, Burcu Can

IEEE Access, 2023

Authorship Attribution of Late 19th Century Novels using GAN-BERT.

Kanishka Silva, Burcu Can, Frédéric Blain, Raheem Sarwar, Laura Ugolini, Ruslan Mitkov

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2023

2022

Joint learning of morphology and syntax with cross-level contextual information flow.

Burcu Can, Huseyin Alecakir, Suresh Manandhar, Cem Bozsahin

Nat. Lang. Eng., 2022

Turkish Universal Conceptual Cognitive Annotation.

Necva Bölücü, Burcu Can

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Analysing Syntactic and Semantic Features in Pre-trained Language Models in a Fully Unsupervised Setting.

Necva Bölücü, Burcu Can

Proceedings of the 19th International Conference on Natural Language Processing, 2022

Comparison of Token- and Character-Level Approaches to Restoration of Spaces, Punctuation, and Capitalization in Various Languages.

Laurence Dyer, Anthony Hughes, Dhwani Shah, Burcu Can

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

2021

A Cascaded Unsupervised Model for PoS Tagging.

Necva Bölücü, Burcu Can

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Incorporating word embeddings in unsupervised morphological segmentation.

Ahmet Üstün, Burcu Can

Nat. Lang. Eng., 2021

Transfer learning for Turkish named entity recognition on noisy text.

Emre Kagan Akkaya, Burcu Can

Nat. Lang. Eng., 2021

Attention: there is an inconsistency between android permissions and application metadata!

Huseyin Alecakir, Burcu Can, Sevil Sen

Int. J. Inf. Sec., 2021

Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing.

Necva Bölücü, Burcu Can

CoRR, 2021

Android Security using NLP Techniques: A Review.

Sevil Sen, Burcu Can

CoRR, 2021

Tuning Language Representation Models for Classification of Turkish News.

Meltem Tokgoz, Fatmanur Turhan, Necva Bölücü, Burcu Can

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

Language Representation Models for Music Genre Classification Using Lyrics.

Hasan Akalp, Enes Furkan Cigdem, Seyma Yilmaz, Necva Bölücü, Burcu Can

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

A GRU-based Pipeline Approach for Word-Sentence Segmentation and Punctuation Restoration in English.

Jasivan Sivakumar, Jake Muga, Flavio Spadavecchia, Daniel White, Burcu Can

Proceedings of the International Conference on Asian Language Processing, 2021

2020

Turkish Music Generation using Deep Learning.

Anil Aydingün, Denizcan Bagdatlioglu, Burak Canbaz, Abdullah Kökbiyik, M. Furkan Yavuz, Necva Bölücü, Burcu Can

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Self Attended Stack-Pointer Networks for Learning Long Term Dependencies.

Salih Tuc, Burcu Can

Proceedings of the 17th International Conference on Natural Language Processing, 2020

2019

Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages.

Necva Bölücü, Burcu Can

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Using Morpheme-Level Attention Mechanism for Turkish Sequence Labelling.

Yasin Esref, Burcu Can

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation.

Burcu Can, Suresh Manandhar

Comput. Linguistics, 2018

Characters or Morphemes: How to Represent Words?

Ahmet Üstün, Murathan Kurfali, Burcu Can

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

2017

Unsupervised learning of allomorphs in Turkish.

Burcu Can

Turkish J. Electr. Eng. Comput. Sci., 2017

Stem-based PoS tagging for agglutinative languages.

Necva Bölücü, Burcu Can

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

The Role of Letter Frequency on Eye Movements in Sentential Pseudoword Reading.

Cengiz Acartürk, Özkan Kiliç, Bilal Kirkici, Burcu Can, Aysegül Özkan

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Building Morphological Chains for Agglutinative Languages.

Serkan Özen, Burcu Can

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

A Trie-structured Bayesian Model for Unsupervised Morphological Segmentation.

Murathan Kurfali, Ahmet Üstün, Burcu Can

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Joint PoS Tagging and Stemming for Agglutinative Languages.

Necva Bölücü, Burcu Can

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016

Unsupervised Morphological Segmentation Using Neural Word Embeddings.

Ahmet Üstün, Burcu Can

Proceedings of the Statistical Language and Speech Processing, 2016

Clustering word roots syntactically.

Mustafa Burak Ozturk, Burcu Can

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Modeling morpheme triplets with a three-level hierarchical Dirichlet process.

Serkan Kumyol, Burcu Can

Proceedings of the 2016 International Conference on Asian Language Processing, 2016

Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets.

Burcu Can, Ahmet Üstün, Murathan Kurfali

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2014

Methods and Algorithms for Unsupervised Learning of Morphology.

Burcu Can, Suresh Manandhar

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013

A syllable-based Turkish speech recognition system by using time delay neural networks (TDNNs).

Burcu Can, Harun Artuner

Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

An Agglomerative Hierarchical Clustering Algorithm for Labelling Morphs.

Burcu Can, Suresh Manandhar

Proceedings of the Recent Advances in Natural Language Processing, 2013

Dirichlet Processes for Joint Learning of Morphology and PoS Tags.

Burcu Can, Suresh Manandhar

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012

Probabilistic Hierarchical Clustering of Morphological Paradigms.

Burcu Can, Suresh Manandhar

Proceedings of the EACL 2012, 2012

2011

Statistical models for unsupervised learning of morphology and POS tagging.

Burcu Can

PhD thesis, 2011

2009

Unsupervised Learning of Morphology by using Syntactic Categories.

Burcu Can, Suresh Manandhar

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Clustering Morphological Paradigms Using Syntactic Categories.

Burcu Can, Suresh Manandhar

Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009