Papers with natural language annotation tasks
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design (2023.tacl-1)
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| Challenge: | Disagreement in natural language annotation has been studied from a perspective of biases introduced by the annotators and the annotation frameworks. |
| Approach: | They propose to analyze task design bias in crowdsourced annotations where lay annotators are used to elicit interpretations. |
| Outcome: | The proposed methods can push annotators towards certain relations and some discourse relation senses can be better elicited with one or the other approach. |