论文标题
创意字幕：基于Dixit棋盘游戏的AI大挑战
Creative Captioning: An AI Grand Challenge Based on the Dixit Board Game
论文作者
论文摘要
我们提出了一个新的“大挑战” AI问题，我们称之为创意字幕 - 为图像创造了聪明，有趣或抽象的标题，并理解了此类字幕。创造性的字幕借鉴了核心AI研究领域，自然语言处理，叙事推理和社会推理，在所有这些领域中，它需要对常识和文化知识的复杂使用。在本文中，我们使用流行的棋盘游戏DIXIT作为灵感和拟议的测试场进行分析，这些研究问题属于创造性的字幕。我们希望Dixit可以在未来1 - 2年的时间内为众多AI研究社区的创造性字幕提供创造性的字幕。
We propose a new class of "grand challenge" AI problems that we call creative captioning---generating clever, interesting, or abstract captions for images, as well as understanding such captions. Creative captioning draws on core AI research areas of vision, natural language processing, narrative reasoning, and social reasoning, and across all these areas, it requires sophisticated uses of common sense and cultural knowledge. In this paper, we analyze several specific research problems that fall under creative captioning, using the popular board game Dixit as both inspiration and proposed testing ground. We expect that Dixit could serve as an engaging and motivating benchmark for creative captioning across numerous AI research communities for the coming 1-2 decades.
