Commonsense benchmark scores are task-dependent predictors of downstream performance: they transfer reliably only to a few tasks (False Beliefs, TRIP), and revised benchmarks do not improve criterion validity.
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the W inograd Schema Challenge and SWAG
1 Pith paper cite this work, alongside 43 external citations. Polarity classification is still indexing.
1
Pith paper citing it
43
external citations · OpenAlex
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Benchmarking the Benchmarks: Testing the Predictive Validity of Commonsense Benchmarks
Commonsense benchmark scores are task-dependent predictors of downstream performance: they transfer reliably only to a few tasks (False Beliefs, TRIP), and revised benchmarks do not improve criterion validity.