Table 5 shows that 85.7% of sentences extracted using NN-ML-CL correspond to changes of revenues and profits.
only 40.0% of sentences extracted by NN-SE correspond to these parameters, which indicates that document classification supports extraction of sentences related to the revenue and profit change, and contributes to the improvement.