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5 months ago
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark
Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi
Abstract
Code Repositories
allenai/rainbow
Official
tf
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| common-sense-reasoning-on-commonsenseqa | Unicorn 11B (fine-tuned) | Accuracy: 79.3 |
| common-sense-reasoning-on-winogrande | Unicorn 11B (fine-tuned) | Accuracy: 91.3 |
| question-answering-on-piqa | Unicorn 11B (fine-tuned) | Accuracy: 90.1 |
| question-answering-on-social-iqa | Unicorn 11B (fine-tuned) | Accuracy: 83.2 |
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