My name is Vincent Hsia, and I live in Taiwan 🇹🇼 now. I am currently studying for a master’s degree in Management Information System at National Chengchi University. My current main research focuses on the application of large language models. If you have any questions you would like to discuss, please feel free to contact me. 😄
Master of Management Information System
Bachelor of Healthcare Administration and Medical Informatics
Real-Time Feedback System For Assessing Students’ Attention In Class Using rPPG And Emotion Recognition.
The parts I was responsible for included model training, database setup and web development. We fine-tuned Resnet50 to detect students’ expressions in class, and we got 93.33% accuracy during evaluation. Besides, we also developed a Flask-based website for students and teachers to utilize, and a relation database to store results.
We used LoRA to fine-tune LLaMA-7B, and used PubMedQ&A as the dataset. We wanted to see if a large language model could analyze tokens it had not seen during pre-training. We get 68% accuracy during evaluation.
