A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility

This paper introduces MoTIF, a mobile-app navigation dataset where commands may be infeasible or ambiguous in the current UI state. In addition to action demonstrations, it adds feasibility labels and follow-up questions, making it a benchmark for both navigation and uncertainty resolution.

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