RODA: Reverse Operation Based Data Augmentation for Solving Math Word Problems

Mathematics

• Data Augmentation 100%
• Reverse 72%
• Logic 39%
• Mathematical reasoning 38%
• Natural Language 31%
• Baseline 27%
• Training 26%
• Experimental Results 24%
• Learning 22%
• Knowledge 19%
• Model 16%
• Performance 14%

Physics & Astronomy

• mathematical logic 95%
• natural language processing 49%
• augmentation 45%
• problem solving 30%
• learning 27%
• education 24%
• performance 10%

Engineering & Materials Science

• Formal logic 55%