Understanding How CodeLLMs (Mis)Predict Types with Activation Steering

Francesca Lucchetti, Arjun Guha

Large Language Models (LLMs) are widely used by software engineers for programming tasks. However, research shows that LLMs often lack a deep understanding of program semantics. Ev…