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Lexalytics CEO Jeff Caitlin's presentation at the 2015 Sentiment Analysis Symposium.
The ability to parse syntax correctly is vital for accurate sentiment analysis. It’s not enough for a program to simply weigh individual words for their sentiment. Sentences can contain several different entities towards which different sentiments are being expressed, depending on how the sentence is ordered.