CodePromptZip builds a code compressor via type-aware ablation-ranked training samples and a copy-augmented small LM, reporting 23.4-28.7% gains over baselines on three RAG coding tasks.
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CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs
CodePromptZip builds a code compressor via type-aware ablation-ranked training samples and a copy-augmented small LM, reporting 23.4-28.7% gains over baselines on three RAG coding tasks.
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