날짜 | 강의 주제 | ||
---|---|---|---|
3/7 | 1 | Introduction & NLP Tutorial Part 1 | |
3/14 | 2 | NLP Tutorial Part 2 | |
3/21 | 3 | BERT (Encoder-only Models) | |
3/28 | 4 | T5 (Encoder-Decoder Models) | |
4/4 | 5 | GPT (Decoder-only Models), Huggingface 실습 | |
4/11 | 6 | In-Context Learning | |
4/18 | 7 | Parameter-efficient Fine-tuning with LLMs | |
4/25 | 중간고사 | ||
5/2 | 8 | Training LMs with Human Feedback | |
5/9 | 9 | Open-source LLMs | |
5/16 | 10 | Hallucination of LLMs | |
5/23 | 11 | Data Augmentation with LLMs, OpenAI API Usage | |
5/30 | 12 | Retrieval Augmented LLMs | |
6/6 | 13 | No-class | |
6/13 | 14 | Multimodal LMs | |
6/20 | 기말고사 |