Deadline: 05/15/2023 (Due 5pm)
Please write the names of group members (up to 3 students) and their contributions at the top of the report
In this project, students can choose one of the following of two options
[1] Write a survey paper on large language models (LLMs) for X application (X can be like health, law, astronomy, and drug discovery)
[2] Reproduce the experimental results from one of the following papers. You can directly use the released source code in the paper if available.
- AI for climate change (https://nips.cc/Conferences/2020/ScheduleMultitrack?event=16155)
- AI for healthcare (https://taih20.github.io/)
- Trustworthy and responsible AI or ChatGPT (https://neurips2022.mlsafety.org/)
Bonus (20%):
You need to come up with a new idea that can improve the selected paper, modify the source code, and conduct experiments.
Requirements:
- A group of students (up to 3) can work together to do the above research topics and write a final report
- Please write the names of group members and contributions at the top of the report
- Students need to write a final report with at least 5 pages excluding references using the ICLR paper template ICLR template.
- Please submit the source code with your final report to the Blackboard
- Please cite the source code and other papers you refer to in your project report
- The final report should contain: [1] background and research problems or challenges; [2] Prior works [3] Model architecture [4] Experimental results [5] Conclusion [6] Your thoughts
Useful Resources