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Reliable sentiment analysis requires parsing many linguistic shades of gray.
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The more examples we have on each list the more reliable the sentiment analysis will be.
Few Republicans are treating their first presidential primary debate, held in South Carolina last Friday, as a reliable barometer of sentiment inside their fragmented and increasingly disenchanted party.
The British film academy and the Directors, Producers and Writers Guilds, often reliable bellwethers of industry sentiment, also all honored Mr. Bendjelloul and his film.
The PQ, whose vote share is a reliable indication of separatist sentiment, was tossed out of power in April and is now leaderless.Young voters, who used to be keenest on independence, had been leaving in droves.
Barney Frank, hardly a reliable propounder of libertarian sentiment, introduced the bill more than a year ago, and said in supporting it that "some people may spend their money foolishly, but it is not the purpose of the federal government to prevent them legally from doing it".
I found the most reliable way to measure sentiment was actual market prices.
The growing role of private funders has coincided with the decline of traditional political parties, which for long served as a crucial transmission belt for reflecting diverse public sentiments and reliable fund-raising machinery for candidates, who supported a fairly coherent set of policies and stood for specific set of principles and values.
It is considered to be more reliable for text classification and sentiment analysis.
Being an actual freelancer may suit some just fine, for a while, but eventually, I'd imagine many of them may want more predictable, more reliable forms of employment — a sentiment many Lyft and Sidecar drivers expressed to me during my many rides with them.
That phrase is a reliable signal that an ugly sentiment is coming.
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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