Papers with true naming variation
Humans Meet Models on Object Naming: A New Dataset and Analysis (2020.coling-main)
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| Challenge: | Existing object naming datasets that use only images with a bounding box are noisy . a human-like model behavior is not stable across domains, a study finds . |
| Approach: | They use MN v2 to verify object naming datasets with dozens of valid names per object . they find that human-like model behavior is not stable across domains . |
| Outcome: | The proposed model confuses people and clothing objects more frequently than humans do. |