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Transfer Learning for Constituency Based Grammars

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Figure

Figure 1: Derivation trees for CFG as well asCCG, HPSG and LFG formalisms.
Figure 2: Illustration of the joint CCG-CFG representa-tion. The shadowed labels correspond to the CFG deriva-tion yCF G, whereas the other labels correspond to the CCGderivation yCCG.Note that the two derivations share thesame (binarized) tree structure
Figure 3: Example of transfer between CFG andCCG formalisms.
Figure 4: Model performance with 500 target formalism trees and different numbers of CFG trees,evaluated using labeled/unlabeled dependency F-score and unlabeled PARSEVAL.
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