NovelAPIBench: Diagnosing How A Code LLM Learns to Use Novel APIs.

arXiv:2606.03657v2 Announce Type: replace Abstract: Rapidly evolving software libraries require coding language models to use unfamiliar APIs. Yet failed solutions alone tell us little about what API knowledge models need or how to provide it. We present Novel