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Exploring the Syntactic Abilities of RNNs with Multi task Learning

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Figure

Figure 1: Overall results of supertagging + agree-ment multi-task training.
Figure 3: Agreement accuracy as a function of thenumber of attractors intervening between the sub-ject and the verb, for two different subsets of theagreement corpus (90% and 1% of the corpus).
Figure 6: Overall results of language modeling +agreement multi-task training (trained only onsentences with an intervening noun).
Figure 7:Language model agreement evalua-tion. Red bars indicate the results obtained on thesingle-task LM model, blue bars those obtained ina joint training setup with r =100.
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