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Computational Modeling of Affixoid Behavior in Chinese Morphology

Authors :
Sara Court
Yu-Hsiang Tseng
Pei-Yi Chen
Shu-Kai Hsieh
Source :
COLING
Publication Year :
2020
Publisher :
International Committee on Computational Linguistics, 2020.

Abstract

The morphological status of affixes in Chinese has long been a matter of debate. How one might apply the conventional criteria of free/bound and content/function features to distinguish word-forming affixes from bound roots in Chinese is still far from clear. Issues involving polysemy and diachronic dynamics further blur the boundaries. In this paper, we propose three quantitative features in a computational model of affixoid behavior in Mandarin Chinese. The results show that, except for in a very few cases, there are no clear criteria that can be used to identify an affix’s status in an isolating language like Chinese. A diachronic check using contextualized embeddings with the WordNet Sense Inventory also demonstrates the possible role of the polysemy of lexical roots across diachronic settings.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 28th International Conference on Computational Linguistics
Accession number :
edsair.doi...........e661409bf127c6eb075c4b4a3755df03
Full Text :
https://doi.org/10.18653/v1/2020.coling-main.258