Explainability for Large Language Models

This is a Cmpe491 (two-semesters) project

In this project, first you will survey the methods used for explaining the outcomes of large language models. Then you will implement these methods in an application area related to natural language processing.

A survey paper about the project topic:

Zhao, H., Chen, H., Yang, F., Liu, N., Deng, H., Cai, H., Wang, S., Yin, D., Du, M., “Explainability for Large Language Models: A Survey”, ACM Transactions on Intelligent Systems and Technology, Vol.15(2), p.1-38, 2024, https://doi.org/10.1145/3639372