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Tuğba Çelikten

Observed names: Tugba CELİKTEN, Tugba Celikten
ORCID: 0000-0001-7480-4026
Observed ORCIDs: 0000-0001-7480-4026, 0000-0002-7395-5030
OpenAlex ID: A5063127088
Topic modeling through rank-based aggregation and LLMs: An approach for AI and human-generated scientific texts
2025 · Tuğba Çelikten, Aytuğ Onan · Knowledge-Based Systems · 12
Exploring Text Similarity in Human and AI-Generated Scientific Abstracts: A Comprehensive Analysis
2025 · Tugba Celikten, Aytug Onan · IEEE Access · 12
Benchmarking Large Language Models for Biomedical Literature Summarization: Abstractive Versus Extractive Paradigms
2025 · Tugba Celikten, Aytug Onan · IEEE Access · 7
GPT vs. Other Large Language Models for Topic Modeling: A Comprehensive Comparison
2025 · Muhammet Bora Meram, Çağatay Kalkan, et al. · ICCK Transactions on Emerging Topics in Artificial Intelligence · 5
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Comparing ChatGPT, Gemini, and Emerging LLMs in Low-Resource Educational Settings: Reasoning Quality, Consistency, and Explainability
2026 · Aytug Onan, Arbi Haza Nasution, et al. · IEEE Access · 4
Medcongtm: Interpretable multi-label clinical code prediction with dual-view graph contrastive topic modeling
2025 · Tuğba Çelikten, Aytuğ Onan · Knowledge-Based Systems · 3
Toward Reliable Annotation in Low-Resource NLP: A Mixture of Agents Framework and Multi-LLM Benchmarking
2025 · Aytug Onan, Arbi Haza Nasution, et al. · IEEE Access · 3
HybridGAD: Identification of AI-Generated Radiology Abstracts Based on a Novel Hybrid Model with Attention Mechanism
2024 · Tuğba Çelikten, Aytuğ Onan · Computers, materials & continua/Computers, materials & continua (Print) · 2
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Evaluating the Coherence and Diversity in AI-Generated and Paraphrased Scientific Abstracts: A Fuzzy Topic Modeling Approach
2024 · Aytuğ Onan, Tuğba Çelikten · Lecture notes in networks and systems · 2
Exploring Graph-Based Techniques in Text Data Processing: A Comprehensive Survey of NLP Advancements
2026 · Tuğba Çelikten, Aytuğ Onan · ICCK Transactions on Emerging Topics in Artificial Intelligence · 1
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Understanding Large Language Model Performance in Question Answering: A Comparative Analysis of Semantic and Lexical Metrics
2025 · Erol Ege Erkan, Mehmet Ali Kömürcü, et al. · Lecture notes in networks and systems · 1
Computational Intelligence in Legal NLP: Evaluating Language Models on Turkish Legal Texts
2025 · Berken Cam, Mehmet Ali Kömürcü, et al. · Lecture notes in networks and systems · 1
A Deep Learning Approach to Sentiment Classification: Insights from Product Review Analysis
2025 · İkra Ceran, Merve Kaya, et al. · Lecture notes in networks and systems · 1
Predicting Machine Learning Model Performance from Dataset Characteristics
2025 · Alkım Gönenç Efe, Tuğba Çelikten, et al. · Lecture notes in networks and systems · 1
When Does Instruction Tuning Work in Biomedical NLP? A Structural, Task-Aware, and Safety–Critical Evaluation of Large Language Models
2026 · Aytug Onan, Arbi Haza Nasution, et al. · IEEE Access
EmbedTurk: Leveraging Large Language Models as Text Encoders for Turkish Language
2025 · Doga Oytac, Ahmet Emre Ergün, et al. · Lecture notes in networks and systems
Beyond Resumes: Multi-dimensional Analysis Based Job and CV Matching
2025 · Beyza Aydoğmuş, Sena Yüksel, et al. · Lecture notes in networks and systems
Predicting the Height of Individuals with Machine Learning Methods by Considering Non-Genetic Factors
2023 · Tugba CELİKTEN, Hüseyin Yasin DÖNMEZ, et al. · Turkish Journal of Science and Technology
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A Novel Approach in High School Design Education Using Virtual Reality
2021 · Tuğba Çelikten, Gökhan İnce · Springer series in design and innovation
Works count: 19
Citation count: 55
H-index: 4
I10-index: 2
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