MenuCraft: Interactive Menu System Design with Large Language Models

March 08, 2023 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schรผtze arXiv ID 2303.04496 Category cs.CL: Computation & Language Cross-listed cs.AI, cs.HC Citations 6 Venue arXiv.org Last Checked 5 months ago
Abstract
Menu system design for user interfaces is a challenging task involving many design options and various human factors. For example, one crucial factor that designers need to consider is the semantic and systematic relation of menu commands. However, capturing these relations can be challenging due to limited available resources. Large language models can be helpful in this regard, using their pre-training knowledge to design and refine menu systems. In this paper, we propose MenuCraft, an AI-assisted designer for menu design that enables collaboration between the designer and a dialogue system to design menus. MenuCraft offers an interactive language-based menu design tool that simplifies the menu design process and enables easy customization of design options. MenuCraft supports a variety of interactions through dialog that allows performing in-context learning.
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