E4R-Reviewer: Effective and Explainable Automated Code Review via End-to-End Reasoning-Guided Alignment
Code review is a key practice for ensuring software quality and maintainability. Despite progress in Automated Code Review (ACR), existing methods face two core challenges: (1) Isolated Task Modeling. Current approaches often model and optimize subtasks in ACR independently, ignoring the inherent logical order and inte...