IEEE

MAGECODE: Machine-Generated Code Detection Method Using Large Language Models

Abstract: The widespread use of virtual assistants (e.g., GPT4 and Gemini, etc.) by students in their academic assignments raises concerns about academic integrity. Consequently, various ...
IEEE

Crop Classification and Yield Prediction Using Robust Machine Learning Models for Agricultural Sustainability

Abstract: Agriculture is pivotal for the economy of a country as it is a major source of food, employment and raw materials. However, challenges such as diseases, soil degradation, and water scarcity ...
GitHub

CGBridge: Bridging Code Graphs and Large Language Models for Better 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 ...
GitHub

jAST: Analyzing and Modifying Java ASTs with Python

The jast module helps Python applications to process trees of the Java abstract syntax grammar. An abstract syntax tree can be generated by using the parse() function from this module. The result will ...