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  "Title": "Sentiment Analysis Scorer",
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  "Description": "Sentiment analysis is a popular technique in text mining\nthat attempts to determine the emotional state of some text. We\nprovide a new implementation of a common method for computing\nsentiment, whereby words are scored as positive or negative\naccording to a dictionary lookup. Then the sum of those scores\nis returned for the document. We use the 'Hu' and 'Liu'\nsentiment dictionary ('Hu' and 'Liu', 2004)\n<doi:10.1145/1014052.1014073> for determining sentiment. The\nscoring function is 'vectorized' by document, and scores for\nmultiple documents are computed in parallel via 'OpenMP'.",
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