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A Sememe Prediction Method Based on the Central Word of a Semantic Field
Electronics (Switzerland)A “sememe” is an indivisible minimal unit of meaning in linguistics. Manually annotating sememes in words requires a significant amount of time, so automated sememe prediction is often used to improve efficiency.
Guanran Luo, Yunpeng Cui
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Enhancing Transformer with Sememe Knowledge
Proceedings of the 5th Workshop on Representation Learning for NLP, 2020While large-scale pretraining has achieved great success in many NLP tasks, it has not been fully studied whether external linguistic knowledge can improve data-driven models. In this work, we introduce sememe knowledge into Transformer and propose three sememe-enhanced Transformer models.
Yuhui Zhang +3 more
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2021
Sememe is the minimum unambiguous semantic unit in human language. Sememe knowledge bases(SKB) have been proven to be effective in many NLP tasks. Categorial sememe, indicating the basic category of word sense to bridge the lexicon and semantics, is indispensable in SKB. However, manual categorial sememe annotation is costly.
Baoju Liu +4 more
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Sememe is the minimum unambiguous semantic unit in human language. Sememe knowledge bases(SKB) have been proven to be effective in many NLP tasks. Categorial sememe, indicating the basic category of word sense to bridge the lexicon and semantics, is indispensable in SKB. However, manual categorial sememe annotation is costly.
Baoju Liu +4 more
openaire +1 more source
Etymology and sememe analysis in translation
Babel. Revue internationale de la traduction / International Journal of Translation, 2009It is common to see various Chinese translations of a single English word/phrase in practice. Etymological tracing attempts to diachronically study the origin and its historical successive changes in both form and meaning of a given word/phrase, the purpose of which is acquisition of a comprehensive understanding of its core information.
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Automated essay scoring using set of literary sememes
2008 International Conference on Natural Language Processing and Knowledge Engineering, 2008Automatic essay scoring system is a very important research tool for many educational studies. Many researches indicate that AES systems should be able to analyze semantic characteristics of an essay and include more such features to score essays. This paper makes an assumption: some concepts that can be regarded as literary concepts would only be ...
Tao-Hsing Chang +3 more
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Molecular Sememics (Unfinished Book Manuscript)
2018The sections of this chapter were each intended to be their own chapters in a much larger volume focussed on Caldwell’s theory of Molecular Sememics, and he begins by presenting his motivation for the theory. It has the potential for explaining many facts about language, which, when taken together, are difficult to explain consistently within the ...
T. Price Caldwell +2 more
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