1 week ago · ai

Your Model Choice Doesn't Matter Nearly as Much as You Think...And That's Actually Good News

Introduction I read about this study on Twitter and couldn’t stop thinking about it. In 2009, neuroscientists put a dead Atlantic salmon in an fMRI scanner, sh...

1 week ago · ai

[Paper] Assessing and Improving the Representativeness of Code Generation Benchmarks Using Knowledge Units (KUs) of Programming Languages -- An Empirical Study

Large Language Models (LLMs) such as GPT-4, Claude and LLaMA have shown impressive performance in code generation, typically evaluated using benchmarks (e.g., H...