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VADER was created from a generalizable, valence-based, human-curated gold standard sentiment lexicon.
More important, it highlight that a standard sentiment analysis benchmark is needed and it needs to be constantly updated.
The utility of Algorithm SS is now examined through a case study involving a standard sentiment analysis task: estimation of the sentiment polarity of online movie reviews (an exercise which is known to be diffi-cult).
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Beyond nostalgic, the effect is nigh onto cryogenic, and about as incisive, with its panoply of standard sentiments, as an elementary-school hallway decked out for parents' night.
Witness the present Biennial at the Whitney Museum in New York City, with its "panoply of standard sentiments," to quote from a review of the exhibition by the New Yorker art critic Peter Schjeldahl.
Dimon echoes the standard business sentiment that boundaries that create inefficiencies raise costs for the enterprise and, therefore, for customers.
Some said South Korea's biggest vulnerability was its unwillingness to sacrifice its much higher living standards, a sentiment that would make essentially buying off the North an easier option.
The Arab world is lucky that its spring started in Tunisia, a society of ethnic and sectarian homogeneity distinguished by its high educational standards, civil sentiment and political conscience.
The opening number, "30/90," and the concluding anthem, "Louder Than Words," throb with adrenaline, giving wings to standard-issue sentiments.
That's not what you'd call a standard crowd-pleasing sentiment.
The majority of this novel consists of the words that Ms. Edelman puts in Joseph's mouth, words that show him smarter than everybody else, a consummate realist and a man immunized by cruel experience against the standard appeals to sentiment or to guilt.
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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