Papers with commonsense reasoning benchmark
When Choosing Plausible Alternatives, Clever Hans can be Clever (D19-60)
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| Challenge: | Pretrained language models have shown large improvements in the commonsense reasoning benchmark COPA, but recent work has identified superficial cues in benchmark datasets which are predictive of the correct answer. |
| Approach: | They propose an extension of COPA that does not suffer from easy-to-exploit single token cues and exploits them. |
| Outcome: | The proposed extension of COPA does not suffer from easy-to-exploit single token cues. |