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Jaejin Kim

2 accepted papers

2025

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

COLING 2025main

Code generation with large language models has shown significant promise, especially when employing retrieval-augmented generation (RAG) with few-shot examples. However, selecting effective examples that enhance generation quality remains a challenging task, particularly when the target programming…

2024

ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models

ACL 2024long

This paper aims to extend the code generation capability of large language models (LLMs) to automatically manage comprehensive software requirements from given textual descriptions. Such requirements include both functional (i.e. achieving expected behavior for inputs) and non-functional (e.g., time…