Papers with diagnostic experiments
Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement (2020.coling-main)
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| Challenge: | Existing evaluation methods rely on agreement between annotators, which implies a single correct interpretation. |
| Approach: | They propose an agreement-independent quality metric based on answer-coherence to evaluate on expected disagreement. |
| Outcome: | The proposed model shows that agreement is the most important indicator of quality in semantic annotation tasks. |