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Learning Character level Compositionality with Visual Features

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Figure

Figure 1: Examples of character-level composi-tionality in (a, b) Chinese, (c) Korean, and (d) Ger-man
Table 1: By-category statistics for the Wikipedia dataset. Note that Food is the abbreviation for “Foodand Culture” and Religion is the abbreviation for “Religion and Belief”.
Figure 3: An illustration of two models, our pro-posed VISUAL model at the top and the base-line LOOKUP model at the bottom using the sameRNN architecture
Table 2: Architecture of the CNN used in the ex-periments. All the convolutional layers have 323×3 filters.
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