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Multi Timescale Long Short Term Memory Neural Network for Modelling Sentences and Documents

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Academic year: 2020

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Figure

Figure 2: Illustration of the unfolded LSTM andunfolded MT-LSTM. The dotted node indicatesthe unit which is inactivated at current time, whilethe solid node indicates the unit which is activated.The dotted lines indicate the units which kept un-changed, while the solid lines indicate the unitswhich will be updated at the next time step.
Figure 3: Two feedback strategies of our model.The dashed line shows the feedback connection,and the solid link shows the connection at currenttime.
Table 1: Statistics of the four datasets used in this paper.
Figure 4: Convergence Speeds on IMDB dataset.
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