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"We are encouraging them to do whatever is necessary to improve the sentiment of the market because that is the real issue today," the E.C.B. president, Jean-Claude Trichet, said at a news conference last week.
"We encourage them to do all that is necessary to improve the sentiment of the market," Mr. Trichet said after the E.C.B.'s regular monetary policy meeting, at which the central bank kept its benchmark interest rate at 1 percent, a historic low.
"We encourage them to do all that is necessary to improve the sentiment of the market," Mr. Trichet said after the central bank's regular monetary policy meeting, at which it kept its benchmark interest rate at 1 percent, a record low.
He added that Google Checkout could improve the sentiment on eBay shares.
By identifying words used in the wrong sense/context using the word shift graph, we directly improve the sentiment score for the New York Times corpus from both MPQA and OL dictionaries closer to consensus.
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"Doing something surgical and radical actually may improve the market sentiment," he said.
In our paper, we mainly focus to see how Deep Learning can assist with sentiment analysis in StockTwits data and which Deep Learning algorithm can be adapted to improve the accuracy of sentiment analysis in StockTwits in compare to data mining models.
Experiment results show that our method are able to improve the quality of sentiment analysis when comparing with several competitive baselines.
Cambria et al. (2013) used common-sense knowledge to improve the results of sentiment analysis.
Previous research has shown that the detection of polarity shifting can improve the performance of sentiment analysis.
We tried to see if Deep Learning models could improve the accuracy of sentiment analysis of StockTwits messages.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com