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Technische Universit盲t Darmstadt
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RAG can reduce hallucinations in LLM-generated API code, but it risks introducing unnecessary parameters when endpoints are known.
Injecting graph representations of code directly into LLM internals unlocks a 16% BLEU boost in code generation, suggesting that structural awareness is key to next-gen code models.