Math Word Problem Solving
A math word problem is a mathematical exercise (such as in a textbook, worksheet, or exam) where significant background information on the problem is presented in ordinary language rather than in mathematical notation. As most word problems involve a narrative of some sort, they are sometimes referred to as story problems and may vary in the amount of technical language used.
Papers
Showing 1–10 of 107 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GPT-4 (Teaching-Inspired) | Accuracy (5-fold) | 94.3 | — | Unverified |
| 2 | ATHENA (roberta-large) | Accuracy (training-test) | 86.5 | — | Unverified |
| 3 | Multi-view* (ours) | Accuracy (5-fold) | 85.2 | — | Unverified |
| 4 | ATHENA (roberta-base) | Accuracy (training-test) | 84.4 | — | Unverified |
| 5 | Generate and Rank | Accuracy (5-fold) | 84.3 | — | Unverified |
| 6 | Exp-Tree | Accuracy (5-fold) | 84.1 | — | Unverified |
| 7 | REAL2: Memory-augmented Solver | Accuracy (5-fold) | 83.18 | — | Unverified |
| 8 | Roberta-DeductReasoner | Accuracy (5-fold) | 83 | — | Unverified |
| 9 | MWP-BERT | Accuracy (5-fold) | 82.4 | — | Unverified |
| 10 | Recall and Learn | Accuracy (5-fold) | 80.8 | — | Unverified |