This document presents a semantics-based graph approach for complex question answering, specifically applied to arithmetic questions. It extracts features from questions, forms equations based on verb classifications, and solves simple algebra problems. An evaluation of 395 questions achieved an accuracy of 71.75%. Future work will explore new features and applying the approach to other types of questions.