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Lexical variations can be found with a group of Stimulus-subject verbs that tend to align more with eventive predication, indicating a semantic departure from stativity, which will be further discussed in the next section.
As in a document words can have variants such as plural, singular, words with suffixes, etc., which should not change its semantic representation, we use a conflation technique [20] to merge the words that have lexical variations to a single word.
Nominalization may be used to identify all the possible lexical variations of a same effect.
The second highest cause of false negatives for effects was due to the different lexical variations of the same effect.
Specifically, we obtained all words in the sentences that are aligned to GO terms and synonyms when ignoring lexical variations (System B3).
Then some common lexical variations of the terms are generated, for example, "haemocyte" to "hemocyte" using the Specialist Lexicon [ 20] in UMLS.
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Terms such as style and register (as well as a variety of others) are employed by many linguists to refer to the socially relevant dimensions of phonological, grammatical, and lexical variation within one language.
Furthermore, the current study also explores the issue of lexical variation across different Chinese varieties with a comparison of emotion word perception by Chinese speakers from three different areas (Mainland China, Hong Kong, and Singapore).
However, in the case of our target language Brazilian Portuguese we have to deal not only with much greater lexical variation (making data sparse) but also with the lack of sizeable training data.
Bio-LarK performs fairly consistently across all tests, with some difficulties with coordination and lexical variation.
It is important to note that there are cases in which transforming the canonical ordering requires a certain degree of lexical variation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com