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So what exactly has text mining discovered already?
Fig. 1 A general text mining process.
Text was analyzed using a text mining tool, Leximancer.
Our work can facilitate the research on biomedical text mining.
Patent-paper pairs are detected using text-mining algorithms applied on a large dataset.
Text sources, as well as text mining applications, are varied.
Either way, text mining based on text semantics can go further than text mining based only on lexicon or syntax.
Text classification and text clustering, as basic text mining tasks, are frequently applied in semantics-concerned text mining researches.
Recently, text mining researchers have become more interested in text semantics, looking for improvements in the text mining results.
Research question: How is semantics considered in text mining studies?
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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