For the other automatic evaluation metric, we calculate F-measures for time-dependent expressions, using market comments written by humans as references, to investigate whether our model can correctly output timedependent expressions such as "open with" and describe how the price changes compared with the previous period referring to the series of preceding prices such as "continual fall".
we calculate F-measures for 13 expressions shown in Figure 3.