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Incorporating Fine grained Events in Stock Movement Prediction

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Figure

Figure 1: The same news of Earnings Profit event indifferent forms. The event structure consists of eventroles (red words) which are the key point of the seman-tic information.
Figure 2: The overview of the proposed SSPM model.
Figure 3: The overview of the proposed MSSPM model.
Table 1:Results on test set compared with base-lines; the results in this table and following tables haveproven significant with p < 0.05 by student t-test.
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