arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2104.08922cs.CL
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介词项目

The Preposition Project

CL Research(CL研究)

Ken Litkowski, Orin Hargraves

摘要:

介词是表示语义角色的重要载体。它们的意义很难分析,在处理文本时常常被丢弃。介词项目旨在提供一个适合于自然语言处理应用程序的介词意义的综合数据库。在该项目中,介词在FrameNet语料库消歧使用的意义库存从当前的字典,由介词意义的全面治疗的指导。该方法提供了一个框架,用于识别和表征语义角色,一个黄金标准语料库的实例进行进一步分析,和一个帐户的语义角色交替模式。通过坚持这一方法,我们希望能够发展出一个全面的、改进的介词行为表征(语义角色识别、介词补语和附着点的句法和语义属性)。该项目生成的数据库可供研究人员和应用程序开发人员进一步使用。

英文摘要:

Prepositions are an important vehicle for indicating semantic roles. Their meanings are difficult to analyze and they are often discarded in processing text. The Preposition Project is designed to provide a comprehensive database of preposition senses suitable for use in natural language processing applications. In the project, prepositions in the FrameNet corpus are disambiguated using a sense inventory from a current dictionary, guided by a comprehensive treatment of preposition meaning. The methodology provides a framework for identifying and characterizing semantic roles, a gold standard corpus of instances for further analysis, and an account of semantic role alternation patterns. By adhering to this methodology, it is hoped that a comprehensive and improved characterization of preposition behavior (semantic role identification, and syntactic and semantic properties of the preposition complement and attachment point) will be developed. The databases generated in the project are publicly available for further use by researchers and application developers.

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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