"output distribution analysis" Papers

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A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Yan Scholten, Stephan Günnemann, Leo Schwinn

ICLR 2025arXiv:2410.03523
17
citations

Model Equality Testing: Which Model is this API Serving?

Irena Gao, Percy Liang, Carlos Guestrin

ICLR 2025arXiv:2410.20247
19
citations

Position: Do pretrained Transformers Learn In-Context by Gradient Descent?

Lingfeng Shen, Aayush Mishra, Daniel Khashabi

ICML 2024