(Jiang et al., 2011) was the first to propose targeted sentiment analysis on Twitter and demonstrates the importance of targets by showing that 40% of sentiment errors are due to not considering them in classification.
this task only identifies the overall sentiment and the existing corpora for the task consist only of text with one single entity per unit of analysis.