Method Name Prediction

Method name prediction is a crucial task in the field of natural language processing, aiming to automatically generate accurate method names by analyzing the code context. The goal of this task is to improve code readability and maintainability, reducing the naming burden on developers. During software development, appropriate method names can significantly enhance the efficiency of understanding code, lower debugging and collaboration costs. Method name prediction leverages machine learning techniques, based on code structure and semantic information, to provide high-quality naming suggestions for newly written or existing code, thereby enhancing code consistency and standardization.