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arXiv 2111.14066cs.CL

Natural Language and Spatial Rules

MIT(麻省理工学院);Harvard Graduate School of Design(哈佛大学设计研究生院)

Alexandros Haridis, Stella Rossikopoulou Pappa

英文摘要:

We develop a system that formally represents spatial semantics concepts within natural language descriptions of spatial arrangements. The system builds on a model of spatial semantics representation according to which words in a sentence are assigned spatial roles and the relations among these roles are represented with spatial relations. We combine our system with the shape grammar formalism that uses shape rules to generate languages (sets) of two-dimensional shapes. Our proposed system consists of pairs of shape rules and verbal rules where the verbal rules describe in English the action of the associated shape rule. We present various types of natural language descriptions of shapes that are successfully parsed by our system and we discuss open questions and challenges we see at the interface of language and perception.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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