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  • title: AndroidInTheWild: A Large-Scale Dataset For Android Device Control
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            AndroidInTheWild: A Large-Scale Dataset For Android Device Control
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            AndroidInTheWild: A Large-Scale Dataset For Android Device Control

            Dec 10, 2023

            Speakers

            CR

            Christopher Rawles

            Speaker · 0 followers

            AL

            Alice Li

            Speaker · 0 followers

            DR

            Daniel Rodriguez

            Speaker · 0 followers

            About

            Recently, we have seen a growing interest in device-control systems that can interpret human natural language instructions and execute them on a device by directly controlling its UI. We present a new dataset for mobile device control, AndroidInTheWild, which is orders of magnitude larger than current datasets. The dataset contains human-collected demonstrations of natural language instructions, UI screens, and actions. It consists of 715k episodes spanning 30k unique prompts, four versions of …

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