AI RESEARCH
From Context to Intent: Reasoning-Guided Function-Level Code Completion
arXiv CS.AI
•
ArXi:2508.09537v2 Announce Type: replace-cross The growing capabilities of Large Language Models (LLMs) have led to their widespread adoption for function completion within code repositories. Recent studies on such tasks show promising results when explicit instructions, often in the form of docstrings, are available to guide the completion. However, in real-world scenarios, clear docstrings are frequently absent. Under such conditions, LLMs typically fail to produce accurate completions.