WinoGrande
Definition
WinoGrande tests everyday language understanding through questions about pronoun resolution.
A benchmark for pronoun-based commonsense questions, designed to reduce simple dataset artifacts.
Simply explained
The test asks to whom or what a word like “he” or “she” refers. The model must understand the context for this.
Why it matters in practice
The term helps to select, develop, evaluate AI systems in a well-founded manner and realistically assess their technical risks.
Example from business
A team uses it only as a supplement to their own German and domain-specific tests.
Limits and pitfalls
- Benchmark score does not prove general reasoning ability; contamination, language, and residual artifacts limit interpretability.
Origin & history
Sakaguchi and co-authors published WinoGrande in 2019 as a large-scale variant of the Winograd Schema.
Use in mid-sized companies
- Possible example: A team uses it only as a supplement to their own German and domain-specific tests.
Frequently asked questions
What does WinoGrande mean?
A benchmark for pronoun-based commonsense questions, designed to reduce simple dataset artifacts. What should you watch out for? Benchmark score does not prove general reasoning ability; contamination, language, and residual artifacts limit interpretability.
Sources
- WinoGrande · Sakaguchi et al., WinoGrande
Source checked on 10.10.2026. Editorial application examples are hypothetical; no evidence of real customer results.
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