Joint PoS Tagging and Stemming for Agglutinative Languages. - Necva Bölücü; Burcu Can (CICLing (1), 2017)

Stem-based PoS tagging for agglutinative languages. - Necva Bölücü; Burcu Can (SIU, 2017)

Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages. - Necva Bölücü; Burcu Can (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Turkish Music Generation using Deep Learning. - Anil Aydingün; Denizcan Bagdatlioglu; Burak Canbaz; Abdullah Kökbiyik; M. Furkan Yavuz; Necva Bölücü; Burcu Can (SIU, 2020)

Hate Speech and Offensive Content Identification with Graph Convolutional Networks. - Necva Bölücü; Pelin Canbay (FIRE (Working Notes), 2021)

Language Representation Models for Music Genre Classification Using Lyrics. - Hasan Akalp; Enes Furkan Cigdem; Seyma Yilmaz; Necva Bölücü; Burcu Can (ISEEIE, 2021)

Tuning Language Representation Models for Classification of Turkish News. - Meltem Tokgoz; Fatmanur Turhan; Necva Bölücü; Burcu Can (ISEEIE, 2021)

Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing. - Necva Bölücü; Burcu Can (CoRR, 2021)

A Cascaded Unsupervised Model for PoS Tagging. - Necva Bölücü; Burcu Can (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Automatic Classification of Evidence Based Medicine Using Transformers. - Necva Bölücü; Pinar Uskaner Hepsag (ALTA, 2022)

Analysing Syntactic and Semantic Features in Pre-trained Language Models in a Fully Unsupervised Setting. - Necva Bölücü; Burcu Can (ICON, 2022)

Turkish Universal Conceptual Cognitive Annotation. - Necva Bölücü; Burcu Can (LREC, 2022)

Neural semantic parsing, annotation and evaluation for Turkish (Türkçe için nöral semantik ayrıştırma, etiketleme ve değerlendirme) - Necva Bölücü (2022)

impact of sample selection on in-context learning for entity extraction from scientific writing. - Necva Bölücü; Maciej Rybinski; Stephen Wan 001 (EMNLP (Findings), 2023)

Improving Hate Speech Detection: The Impact of Semantic Representations and Preprocessing Techniques. - Necva Bölücü; Aysegül Özerdem (SIU, 2023)

Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages. - Iqra Ameer; Necva Bölücü; Hua Xu; Ali Al Bataineh (WASSA@ACL, 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)

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)

A Siamese Neural Network for Learning Semantically-Informed Sentence Embeddings. - Necva Bölücü; Burcu Can; Harun Artuner (Expert Syst. Appl., 2023)

Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences. - Melanie J. McGrath; Harrison Bailey; Necva Bölücü; Xiang Dai 001; Sarvnaz Karimi; Cécile Paris (CoRR, 2024)

Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning. - Muhammad Arif 014; Iqra Ameer; Necva Bölücü; Grigori Sidorov; Alexander F. Gelbukh; Vinnayak Elangovan (Computación y Sistemas (CyS), 2024)

An adaptive approach to noisy annotations in scientific information extraction. - Necva Bölücü; Maciej Rybinski; Xiang Dai 001; Stephen Wan 001 (Inf. Process. Manag., 2024)

MoDeST: A dataset for Multi Domain Scientific Title Generation. - Necva Bölücü; Yunus Can Bilge; Dilber Çetintas; Zehra Yücel (Knowl. Based Syst., 2025)

Semantically-Informed Graph Neural Networks for Irony Detection in Turkish. - Necva Bölücü; Burcu Can (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)

CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages. - Jiyu Chen; Necva Bölücü; Sarvnaz Karimi; Diego Mollá; Cécile Paris (CoRR, 2025)