IEEE

Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation

Abstract: The advent of large language models (LLMs) has revolutionized the field of code translation, enabling automated translation between programming languages. Despite these advancements, the ...
GitHub

CGBridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding

CGBridge is a novel framework designed to enhance the code understanding capabilities of Large Language Models (LLMs) by integrating rich structural information from code graphs. Our approach follows ...

Queensland teenagers create coding app to bridge digital divide

Young coding whizzes Neth Dharmasiri and Chinmay Lal believe learning the language behind computer software shouldn't depend ...

Regular practice, clear concepts key for computer science

Jaipur: For students preparing for Computer Science Class 12 board exam, teachers said a clear understanding of concepts, ...
IEEE

HPC-Coder-v2: Studying Code LLMs Across Low-Resource Parallel Languages

Abstract: Large Language Model (LLM) based coding tools have been tremendously successful as software development assistants, yet they are often designed for general purpose programming tasks and ...