What, Where, and How: Disentangling the Roles of Task, Language, and Model in Code Model Representations

In 30 Sekunden

Was passiert ist

Study maps how code models represent grammatical concepts across Python, Rust, and two model architectures using circuit extraction methods.

Warum es zählt

Matters for engineers building interpretable code models or debugging why different models handle languages differently.

Achtung

Findings limited to one 2x2 design; unclear whether patterns generalize to other models, languages, or whether third models follow predicted profiles.