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Top down Tree Long Short Term Memory Networks

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Figure

Figure 2: Dependency tree of the sentence The luxury automanufacturer last year sold 1,214 cars in the U.S
Figure 3: Generation process of left ((handle an arbitrary number of dependents due to Gw,1 w,2 w3) and rightw,4 w,5 w6) dependents of tree node wo (top) using four LSTMs(GEN-L, GEN-R, GEN-NX-L and GEN-NX-R)
Figure 4: Generation of left and right dependents of node w0according to LDTREELSTM.
Table 2: Performance of TREELSTM and LDTREELSTM onreranking the top dependency trees produced by the 2nd orderMSTParser (McDonald and Pereira, 2006)
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