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Instruction Clarification Requests are a mechanism to solve communicationproblems, which is very functional in instruction-following interactions.Recent work has argued that the CoDraw dataset is a valuable source ofnaturally occurring iCRs. Beyond identifying when iCRs should be made, dialoguemodels should also be able to generate them with suitable form and content. Inthis work, we introduce CoDraw-iCR (v2), extending the existing iCR identifierswith fine-grained information grounded in the underlying dialogue game itemsand possible actions. Our annotation can serve to model and evaluate repaircapabilities of dialogue agents.

"Are you telling me to put glasses on the dog?'' Content-Grounded Annotation of Instruction Clarification Requests in the CoDraw Dataset