Eleventh Meeting

Presenter

Yubo Zhang.

References

• Han, Xiaochuang, Byron C. Wallace, and Yulia Tsvetkov. “Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions.” In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020).
• Pezeshkpour, Pouya, Sarthak Jain, Sameer Singh, and Byron C. Wallace. “Combining feature and instance attribution to detect artifacts.” arXiv preprint arXiv:2107.00323 (2021).
• Matelsky, Jordan K., Lyle Ungar, and Konrad P. Kording. “Empirical influence functions to understand the logic of fine-tuning.” arXiv preprint arXiv:2406.00509 (2024).
• Yeh, Chih-Kuan, Ankur Taly, Mukund Sundararajan, Frederick Liu, and Pradeep Ravikumar. “First is better than last for language data influence.” Advances in Neural Information Processing Systems 35 (2022): 32285-32298.