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The most similar U matrix is detected using lexicon.
Phonetic analysis: Each word was broken into a sequence of phones using lexicon.
✓ ✓ Umigon [18] Disambiguates tweets using lexicon with heuristics to detect negations plus elongated words and hashtags evaluation.
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Other investigators may find the methods we developed useful for cleaning text using lexicons specific to their area of interest.
More recently, in addition to using lexicon-based features, some practitioners advocate applying Multi-Word Expression (MWE) recognition and/or syntactic parsing (Socher et al. 2013; Hou and Chang 2013).
As can be seen in Table 3, performance decreased using lexicons with pronunciation variants generated using data-driven methods.
I used Lexicon while doing doing research during my Cybersociology Masters degree on why some memes like "Lolcats" stayed popular for longer than others.
PyConTextKit currently supports the following six features: view of documents to be annotated,management of a lexicon, document annotation using the lexicon,view of annotation results, document classification based on the annotations and summary statistics generation.
Thomas et al. describe a method for removing names in pathology reports by using a lexicon of proper names and a dictionary of common and clinical terms obtained from the UMLS Metathesaurus [ 21].
Using the lexicon of traditional marriage not as I had, to poke fun and create distance, but in the spirit of the vows they now got to speak.
Spelling errors can be identified by using a lexicon of Arabic words.
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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