Exploring the Sharpened Cosine Similarity

no code implementations • 25 Jul 2023 • Skyler Wu, Fred Lu, Edward Raff, James Holt

Convolutional layers have long served as the primary workhorse for image classification.

Adversarial Robustness Image Classification

Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions

no code implementations • 25 Jul 2023 • Skyler Wu, Eric Meng Shen, Charumathi Badrinath, Jiaqi Ma, Himabindu Lakkaraju

Chain-of-thought (CoT) prompting has been shown to empirically improve the accuracy of large language models (LLMs) on various question answering tasks.

Question Answering