Past as a Guide: Leveraging Retrospective Learning for Python Code Completion

This work presents Past as a Guide (PaG), a simple approach for Large Language Models (LLMs) to improve the coding capabilities by integrating the past history with interactive and iterative code refinements. To be specific, inspired by human cognitive processes, the proposed method enables LLMs to...

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Veröffentlicht in:	arXiv.org 2023-11
Hauptverfasser:	Shin, Seunggyoon, Chang, Seunggyu, Choi, Sungjoon
Format:	Artikel
Sprache:	eng
Schlagworte:	Debugging Iterative methods Large language models Python
Online-Zugang:	Volltext
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