AI RESEARCH
The Fools are Certain; the Wise are Doubtful: Exploring LLM Confidence in Code Completion
arXiv CS.AI
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ArXi:2508.16131v2 Announce Type: replace-cross Code completion entails the task of providing missing tokens given a surrounding context. It can boost developer productivity while providing a powerful code discovery tool. Following the Large Language Model (LLM) wave, code completion has been approached with diverse LLMs fine-tuned on code (code LLMs). The performance of code LLMs can be assessed with downstream and intrinsic metrics.