Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets. - Zekeriya Anil Guven; Banu Diri; Tolgahan Cakaloglu (CoRR, 2021)

n-stage Latent Dirichlet Allocation: A Novel Approach for LDA. - Zekeriya Anil Guven; Banu Diri; Tolgahan Cakaloglu (CoRR, 2021)

The Impact of n-stage Latent Dirichlet Allocation on Analysis of Headline Classification. - Zekeriya Anil Guven; Banu Diri; Tolgahan Cakaloglu (Comput. Sci., 2022)

Natural language based analysis of SQuAD: An analytical approach for BERT. - Zekeriya Anil Guven; Murat Osman Ünalir (Expert Syst. Appl., 2022)

An ontology-based approach for question answering systems that using machine learning (Makine öğrenmesi kullanan soru cevaplama sistemleri için ontoloji tabanlı bir yaklaşım) - Zekeriya Anil Guven (2022)

The Comparison of Language Models with a Novel Text Filtering Approach for Turkish Sentiment Analysis. - Zekeriya Anil Guven (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Multilingual bi-encoder models for biomedical entity linking. - Zekeriya Anil Guven; Andre Lamurias (Expert Syst. J. Knowl. Eng., 2023)

NLP-Powered Healthcare Insights: A Comparative Analysis for Multi-Labeling Classification With MIMIC-CXR Dataset. - Ege Erberk Uslu; Emine Sezer; Zekeriya Anil Guven (IEEE Access, 2024)

Comprehensive analysis study of techniques in different domains for Turkish music genre classification task. - Zekeriya Anil Guven (Neural Comput. Appl., 2025)