Burcu Can

Orcid: 0000-0002-1700-0395

According to our database1, Burcu Can authored at least 43 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Error Analysis of NLP Models and Non-Native Speakers of English Identifying Sarcasm in Reddit Comments.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings.
Expert Syst. Appl., 2023

Multi-label emotion classification in texts using transfer learning.
Expert Syst. Appl., 2023

Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic.
IEEE Access, 2023

Authorship Attribution of Late 19th Century Novels using GAN-BERT.
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.
Nat. Lang. Eng., 2022

Turkish Universal Conceptual Cognitive Annotation.
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.
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.
Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

2021
A Cascaded Unsupervised Model for PoS Tagging.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Incorporating word embeddings in unsupervised morphological segmentation.
Nat. Lang. Eng., 2021

Transfer learning for Turkish named entity recognition on noisy text.
Nat. Lang. Eng., 2021

Attention: there is an inconsistency between android permissions and application metadata!
Int. J. Inf. Sec., 2021

Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing.
CoRR, 2021

Android Security using NLP Techniques: A Review.
CoRR, 2021

Tuning Language Representation Models for Classification of Turkish News.
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.
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.
Proceedings of the International Conference on Asian Language Processing, 2021

2020
Turkish Music Generation using Deep Learning.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Self Attended Stack-Pointer Networks for Learning Long Term Dependencies.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

2019
Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Using Morpheme-Level Attention Mechanism for Turkish Sequence Labelling.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation.
Comput. Linguistics, 2018

Characters or Morphemes: How to Represent Words?
Proceedings of The Third Workshop on Representation Learning for NLP, 2018

2017
Unsupervised learning of allomorphs in Turkish.
Turkish J. Electr. Eng. Comput. Sci., 2017

Stem-based PoS tagging for agglutinative languages.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

The Role of Letter Frequency on Eye Movements in Sentential Pseudoword Reading.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Building Morphological Chains for Agglutinative Languages.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

A Trie-structured Bayesian Model for Unsupervised Morphological Segmentation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Joint PoS Tagging and Stemming for Agglutinative Languages.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Unsupervised Morphological Segmentation Using Neural Word Embeddings.
Proceedings of the Statistical Language and Speech Processing, 2016

Clustering word roots syntactically.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Modeling morpheme triplets with a three-level hierarchical Dirichlet process.
Proceedings of the 2016 International Conference on Asian Language Processing, 2016

Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2014
Methods and Algorithms for Unsupervised Learning of Morphology.
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).
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

An Agglomerative Hierarchical Clustering Algorithm for Labelling Morphs.
Proceedings of the Recent Advances in Natural Language Processing, 2013

Dirichlet Processes for Joint Learning of Morphology and PoS Tags.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012
Probabilistic Hierarchical Clustering of Morphological Paradigms.
Proceedings of the EACL 2012, 2012

2011
Statistical models for unsupervised learning of morphology and POS tagging.
PhD thesis, 2011

2009
Unsupervised Learning of Morphology by using Syntactic Categories.
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.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009


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