Necva Bölücü

According to our database, Necva Bölücü authored at least 21 papers between 2017 and 2024.

Collaborative distances:

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

2024

An adaptive approach to noisy annotations in scientific information extraction.

Necva Bölücü, Maciej Rybinski, Xiang Dai, Stephen Wan

Inf. Process. Manag., 2024

Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning.

Muhammad Arif, Iqra Ameer, Necva Bölücü, Grigori Sidorov, Alexander F. Gelbukh, Vinnayak Elangovan

Computación y Sistemas (CyS), 2024

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, Sarvnaz Karimi, Cécile Paris

CoRR, 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

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

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

Improving Hate Speech Detection: The Impact of Semantic Representations and Preprocessing Techniques.

Necva Bölücü, Aysegül Özerdem

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

impact of sample selection on in-context learning for entity extraction from scientific writing.

Necva Bölücü, Maciej Rybinski, Stephen Wan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

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

Necva Bölücü

PhD thesis, 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

2021

A Cascaded Unsupervised Model for PoS Tagging.

Necva Bölücü, Burcu Can

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

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

Necva Bölücü, 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

Hate Speech and Offensive Content Identification with Graph Convolutional Networks.

Necva Bölücü, Pelin Canbay

Proceedings of the Working Notes of FIRE 2021, 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

2019

Unsupervised Joint PoS Tagging and Stemming for Agglutinative Languages.

Necva Bölücü, Burcu Can

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

2017

Stem-based PoS tagging for agglutinative languages.

Necva Bölücü, Burcu Can

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

Joint PoS Tagging and Stemming for Agglutinative Languages.

Necva Bölücü, Burcu Can

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017