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2024 ICML ICML 2024

Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner
🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Jingtan Wang, Xiaoqiang Lin, Rui Qiao, Chuan-Sheng Foo, Bryan Kian Hsiang Low

Topics

Artificial Intelligence > Core AI > Foundation Models Artificial Intelligence > Core AI > Interpretability Natural Language Processing > Resources & Methods > Large Language Models

Keywords

neural tangent kernel robustness shapley value instance attribution fine-tuning free data-centric applications
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