Paper | Code | Exact Match | ModelName | ReleaseDate |
---|---|---|---|---|
Compositional Semantic Parsing with Large Language Models | 95.0 | Dynamic Least-to-Most Prompting | 2022-09-29 | |
Learning Algebraic Recombination for Compositional Generalization | ✓ Link | 90.9 | LeAR | 2021-07-14 |
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations | ✓ Link | 83.8 | T5-3B w/ Intermediate Representations | 2021-04-15 |
Hierarchical Poset Decoding for Compositional Generalization in Language | 69.0 | Hierarchical Poset Decoding | 2020-10-15 | |
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data | ✓ Link | 18.9 | Universal Transformer | 2019-12-20 |