Google AI Developed a Language Model to Solve Quantitative Reasoning Problems

Google AI developed a deep learning language model called Minerva which could solve mathematical quantitative problems using step-by-step reasoning. In the recently published paper related to Minerva, researchers explained the development of this deep learning Model. They achieved a state-of-the-art solution by training a deep learning model on a large training dataset that contains quantitative reasoning with symbolic expressions. The final model, Minerva, could solve quantitative mathematical problems on STEM reasoning tasks. It recalls the relevant formulas, constants, and step-by-step solutions involving numerical calculation.