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Assessing State of the Art Sentiment Models on State of the Art Sentiment Datasets

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Figure

Table 2: Statistics of datasets. Train, Dev., and Test refer to the number of examples for each subsectionof a dataset
Table 3: Accuracy on the test sets. For all neural models we perform 5 runs and show the mean andstandard deviation
Table 4: χ2 statistics comparing the frequency ofthe following emoticons over the different datasets,:), :(, :-), :-(, :D, =)
Figure 2: Results of the statistical analysis described in Section 3 for the best performing dimensionof embeddings, where applicable
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