Web data and newspapers usually report statistical assessments or mathematical analyses over numerical quantities. Designing algorithms to automatically understand these textual descriptions precisely is beneficial for financial companies, government or search engines. As a first step toward this goal, we focus on solving algebra word problems by mapping natural language texts into algebra equations.