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Seda BAYAT

Observed names: Seda BAYAT TOKSOZ, Seda Bayat, Seda Bayat Toksoz, Seda Bayat Toksöz
Observed institution: Iğdır Üniversitesi
ORCID: 0000-0002-8427-9971
Observed ORCID: 0000-0002-8427-9971
OpenAlex ID: A5065909506
Evaluating the Effectiveness of Different Machine Learning Approaches for Sentiment Classification
2023 · Seda BAYAT, Gültekin IŞIK · Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 12
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Assessing the Efficacy of Lstm, Transformer, and Rnn Architectures in Text Summarization
2023 · Seda BAYAT, Gultekin ISIK · International Conference on Applied Engineering and Natural Sciences · 10
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Aras Kuş Türlerinin Ses Özellikleri Bakımından Derin Öğrenme Yöntemleriyle Tanınması
2022 · Seda BAYAT, Gültekin IŞIK · Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 9
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Identification of Aras Birds with Convolutional Neural Networks
2020 · Seda Bayat, Gultekin Isik · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 7
Parameter-efficient fine-tuning of LLaMA models for financial sentiment classification
2025 · Seda BAYAT TOKSOZ, Gültekin ISIK · Cluster Computing · 6
SQ-LoRA: Memory-Efficient Language Model Compression Through Stable-Rank-Guided Quantization for Edge Computing Applications
2026 · Seda Bayat Toksöz, Gültekin Işik · Applied Sciences · 4
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Benchmarking QLoRA-Fine-Tuned LLaMA and DeepSeek Models for Sentiment Analysis on Movie Reviews and Twitter Data
2026 · Seda Bayat Toksoz, Gultekin Isik · Computational Systems and Artificial Intelligence · 3
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Evaluating Convolutional and Transformer Architectures for Photovoltaic Defect Classification via Electroluminescence Imagery
2026 · Seda Bayat Toksöz, Gültekin Işık, et al. · Sensors · 2
Parameter-Efficient Fine-Tuning for Photovoltaic Cell Defect Classification: A Systematic Comparison of LoRA, QLoRA, and Full Fine-Tuning on ConvNeXt-Tiny
2026 · Seda Bayat Toksöz, Gültekin Işık, et al. · Sensors · 2
Resource-Efficient Few-Shot Plant Disease Classification via Quantized Low-Rank Adapters in Vision Transformers
2026 · Seda BAYAT TOKSOZ, Gültekin ışık · Research Square · 1
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A Comparative Evaluation of QLoRA and AdaLoRA for Parameter-Efficient Fine-Tuning of Large Language Models on Medical Textbook Question Answering
2026 · Seda Bayat Toksoz, Gultekin Isik · Artificial Intelligence in Applied Sciences · 1
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Efficient Adaptation of Large Language Models for Sentiment Analysis: A Fine-Tuning Approach
2025 · Seda Bayat Toksöz, Gültekin Işık · Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 1
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Türkçe hukuki metinlerin sınıflandırılması için büyük dil modellerinin QLoRA tabanlı parametre verimli ince ayarı
2026 · Seda Bayat Toksöz, Gültekin Işık · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
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Auditing diagnosis-conditioned electronic health record exports for secondary use: A selection-aware study in child and adolescent psychiatry
2026 · Seda Bayat Toksöz, Gültekin Işık, et al. · International Journal of Medical Informatics
Efficient encoder fine-tuning through configuration search and sparse low-rank adaptation
2026 · Seda Bayat Toksoz, Gultekin Isik, et al. · Machine Learning with Applications
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MediLoRA: Clinical-risk-guided low-rank adaptation for parameter-efficient medical question answering
2026 · Seda Bayat Toksoz, Gultekin Isik, et al. · Intelligence-Based Medicine
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TabEng-QLoRA: Criticality-Aware Tabular-to-Text Adaptation of Large Language Models via Saliency-Guided Quantized Low-Rank Fine-Tuning
2026 · Seda Bayat Toksoz, Gultekin Isik · Electronics
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Works count: 17
Citation count: 58
H-index: 5
I10-index: 2
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