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Our experimental evaluations reveal that ExtTerm outperforms a state-of-the-art baseline in extracting terms from a domain-specific, sparse and ungrammatical real-life text collection.
This article presented solutions to a text mining task of automatically extracting terms and events describing specific bioprocesses.
To analyse patient safety literature at term level, we begin by extracting terms from titles and abstracts of publications.
For creating document-word matrix, we consider each GO concept as a document and use the name field ('GO term') in GO for extracting terms of the node.
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As the reader may verify in a specific publication about the employed extraction [28], such re-arrangement is highly beneficial to quality of the extracted terms.
Cameron might win points among sceptics for toughness, but that will rebound if he fails to extract terms they regard as better.
Fig. 1 Total number of extracted terms.
Lopes and Vieira[10] extracted terms using the linguistic knowledge.
In these experiments, threshold 0 means to consider all extracted terms, i.e., do not discard extracted terms.
Once the extracted terms are ranked according to the relevance, one needs to decide how many extracted terms are relevant enough.
The second issue focuses on the way the aforementioned contributions extracted terms and how these contributions were organized in accordance to the knowledge used to extract terms.
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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