When MIPVU goes to no man’s land: a new language resource for hybrid, morpheme-based metaphor identification in Hungarian

IF 1.7 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Gábor Simon, Tímea Bajzát, Júlia Ballagó, Zsuzsanna Havasi, Emese K. Molnár, Eszter Szlávich
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Abstract

The aim of the article is to present a new language resource for metaphor analysis in corpora that is (i) a MIPVU-inspired, morpheme-based process for identifying metaphor in Hungarian and (ii) the refinement and innovative version of metaphor identification extending the scope of the process to multi-word expressions. The elaboration of language-specific protocols in metaphor identification has become one of the central endeavors in contemporary cross-linguistic research on metaphor, but there is a gap in the field regarding languages with rich morphology, especially in the case of Hungarian. To fill this gap, we developed a hybrid, morpheme-based version of the original method, which can handle morphologically complex metaphorical expressions. Additional innovations of our protocol are the measurement and tagging of idiomaticity in metaphors based on collocation analysis and the identification of semantic relationships between the components of metaphorical expressions. The present paper discusses both the theoretical motivation and the practical details of the adapted method for metaphor identification. As a conclusion, the presented protocol can provide new answers to the questions of metaphor identification in languages with rich morphology and shed new light on the internal semantic organization of linguistic metaphors.

Abstract Image

当 MIPVU 进入无人区:匈牙利语中基于语素的混合隐喻识别的新语言资源
本文旨在介绍一种新的语言资源,用于对语料库中的隐喻进行分析,该资源包括:(i) 受 MIPVU 启发的、基于语素的匈牙利语隐喻识别过程;(ii) 隐喻识别的改进和创新版本,将隐喻识别过程的范围扩展到多词表达。隐喻识别语言特定协议的制定已成为当代跨语言隐喻研究的核心工作之一,但该领域在具有丰富语素的语言方面存在空白,尤其是匈牙利语。为了填补这一空白,我们开发了一种基于语素的混合版本的原始方法,它可以处理语素复杂的隐喻表达。我们方案的其他创新之处还包括基于搭配分析的隐喻惯用性测量和标记,以及隐喻表达成分之间语义关系的识别。本文讨论了隐喻识别方法的理论动机和实践细节。最后,本文提出的方法可以为具有丰富形态的语言中的隐喻识别问题提供新的答案,并为语言隐喻的内部语义组织提供新的启示。
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来源期刊
Language Resources and Evaluation
Language Resources and Evaluation 工程技术-计算机:跨学科应用
CiteScore
6.50
自引率
3.70%
发文量
55
审稿时长
>12 weeks
期刊介绍: Language Resources and Evaluation is the first publication devoted to the acquisition, creation, annotation, and use of language resources, together with methods for evaluation of resources, technologies, and applications. Language resources include language data and descriptions in machine readable form used to assist and augment language processing applications, such as written or spoken corpora and lexica, multimodal resources, grammars, terminology or domain specific databases and dictionaries, ontologies, multimedia databases, etc., as well as basic software tools for their acquisition, preparation, annotation, management, customization, and use. Evaluation of language resources concerns assessing the state-of-the-art for a given technology, comparing different approaches to a given problem, assessing the availability of resources and technologies for a given application, benchmarking, and assessing system usability and user satisfaction.
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