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Fig. 2 Frequently occurring terms in discharge summaries.
Penalizing frequently occurring terms gives a better picture of the diseases, symptoms, and medications co-occurring with COPD.
As it was mentioned earlier, term weighting was applied as a feature selection algorithm for reducing the influence of frequently occurring terms in a collection of documents.
In any text, expressions which are used frequently are foregrounded through repetition, suggesting to the reader that the meanings they represent have greater relevance and importance than other, less frequently occurring terms and concepts.
Apache cTAKES was used to annotate discharge summaries and normalize medications, diseases, and symptoms to a UMLS CID. Figure 2 illustrates the most frequently occurring terms in this dataset.
Less frequently occurring terms are said to be more informative.
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Justice is the most frequently occurring term in the Bible.
Semantic features Every noun and verb terms from the input short text, concepts representing them, and co-occurring terms constitutes the Semantic features.
To start with, first we describe the following phrases used in our system: Semantic features Every noun and verb terms from the input short text, concepts representing them, and co-occurring terms constitutes the Semantic features.
The extraction of typed dependencies that were most predictive of each class label within the blended model identified co-occurring terms and exact type of cyber hate language - highlighting 'othering' terms for sexual orientation and race, and mockery in the language of hate speech targeting disability.
We propose using quoted phrase queries, i.e., enclosed continuously occurred terms with double quotation marks around them.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com