Paper | Code | Answer Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler | ✓ Link | 83.00 | ELASTIC (RoBERTa-large) | 2022-10-18 |
An Expression Tree Decoding Strategy for Mathematical Equation Generation | ✓ Link | 81.5 | Exp-Tree | 2023-10-14 |
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem | ✓ Link | 80.6 | Multi-view | 2022-10-21 |
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction | ✓ Link | 78.6 | Roberta-DeductReasoner | 2022-03-19 |
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving | ✓ Link | 76.6 | MWP-BERT | 2021-07-28 |