Statistical Learning
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning Y exiao He
Neural Information Processing Systems
The pre-trained Large Language Models (LLMs) can be adapted for many downstream tasks and tailored to align with human preferences through fine-tuning.
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Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance
Neural Information Processing Systems
Any explanation that faithfully explains this type of model needs to be in agreement with this invariance property.
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