Research Assistant GÜLSÜM YİĞİT
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Research Assistant GÜLSÜM YİĞİT
Education
Doctorate
Yildiz Technical University
Computer Engineering
Research Areas
- Deep Learning
- Natural Language Processing
- Large Language Models
- Cryptography
Work Experience
2019 /
Continuing
Research Assistant
Kadir Has University
Publications
- Darici, Muazzez Buket; Yigit, Gulsum (2023), "Improving Diabetic Retinopathy Detection Using Patchwise CNN with biGRU Model", UBMK 2023 - Proceedings: 8th International Conference on Computer Science and Engineering, 6-10 DOI: 10.1109/UBMK59864.2023.10286722
- Yigit, Gulsum; Darici, Muazzez Buket (2023), "A Siamese Network-Based Approach for Autism Spectrum Disorder Detection with Dual Architecture", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296685
- Yigit, Gulsum; Amasyali, Mehmet Fatih (2023), "Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategies", Knowledge and Information Systems, DOI: 10.1007/s10115-023-01918-2
- Yigit, Gulsum; Amasyali, Mehmet Fatih (2023), "Exploring the Benefits of Data Augmentation in Math Word Problem Solving", 17th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2023 - Proceedings, DOI: 10.1109/INISTA59065.2023.10310417
- Yigit, Gulsum; Amasyali, Mehmet Fatih (2022), "Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2", Concurrency and Computation: Practice and Experience, Vol.34, No.20, DOI: 10.1002/cpe.6775
- Yigit, Gulsum; Amasyali, Mehmet Fatih (2021), "Simple but effective GRU variants", 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, DOI: 10.1109/INISTA52262.2021.9548535
- Yigit, Gulsum; Amasyali, Mehmet Fatih (2019), "Ask me: A Question Answering System via Dynamic Memory Networks", Proceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019, DOI: 10.1109/ASYU48272.2019.8946411