Papers by Christoph Kern
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance (2023.findings-emnlp)
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| Challenge: | Using an annotation instrument, the design of the annotation instrument and the instructions given to annotators can impact training data. |
| Approach: | They investigate the impact of an annotation instrument on training data . they collect hate speech and offensive language annotations in a tweet corpus . |
| Outcome: | The proposed model performs better on holdout conditions than on the standard model. |