APPINITE: A Multi-Modal Interface for Specifying Data Descriptions in Programming by Demonstration Using Natural Language Instructions

Introduces APPINITE, a conversational interface for specifying the intended targets of demonstrated Android actions. It constructs semantic UI representations and uses an on-screen overlay to preview and refine executable data descriptions.

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What is this resource?

Resource type

Research papers

Environment

android

Topics

grounding, human-in-the-loop, mobile-navigation

Record publication date

2018

Evidence retrieved

2026-10-17T09:54:46Z

Resource ID

url:ba2c664c1b3c6f1b172f

Authors

Toby Jia-Jun Li, Igor Labutov, Xiaohan Nancy Li, Xiaoyi Zhang, Wenze Shi, Wanling Ding, Tom M. Mitchell, Brad A. Myers

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Scope and limitations

The annotation was reviewed against retained primary publication sources. Experiments have not been independently reproduced. The base SUGILITE framework and later PUMICE work are distinct publications; this paper focuses on resolving data-description ambiguity in demonstrations.

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5. editorial primary review

   Retrieved 2026-10-17T09:53:22Z. Supports: details.publication.date_basis, details.publication.date_parts, details.publication.notes, details.publication.type, details.publication.venue, kind.

   Content fingerprint

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   Retrieved 2026-10-17T09:55:20Z. Supports: details.publication.identity_basis, details.publication.notes, details.publication.url.

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