| 研究課題/領域番号 |
21K17865
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| 研究機関 | 立命館大学 |
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研究代表者 |
YAN YU 立命館大学, 情報理工学部, 助教 (30875894)
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| 研究期間 (年度) |
2021-04-01 – 2025-03-31
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| キーワード | Programming Education / NLP / Automatic Commenting / Automatic Grading / Machine Learning |
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| 研究実績の概要 |
In AY2023, the data collected from last year was analyzed in different ways. Feedbacks from ChatGPT students' programs were compared with human evaluations. The analysis results show that GhatGPT gives more positive feedback compared with human evaluations. These results also show that GhatGPT feedback can not give solutions to a defective student program. Several language processing models were explored to give better feedback. However, it is still ongoing.
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| 現在までの達成度 (区分) |
現在までの達成度 (区分)
2: おおむね順調に進展している
理由
In AY2023, although there were no publishing outcomes from the research, the project ran smoothly and it is in the last stage now.
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| 今後の研究の推進方策 |
In AY2024, I will find more collaborators to work with for the natural language processing part. In addition, I am planning to write a journal paper to publish the data analysis results and the neural network training results.
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| 次年度使用額が生じた理由 |
The grant money for the next academic year (AY2024) will be used based on the following: 1. I am going to target a Journal to present the current experimental results. The money will be used to pay for the registration fee for the journal paper. 2. I am going to find more collaborators to work on the project. The grant will be used to pay for some technical support. 3. I am going to conduct one or two more experiments. The experiment results will be presented at an international conference. The money will be used to pay for the conference registration fee and travel.
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