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CRF Autoencoder for Unsupervised Dependency Parsing

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Academic year: 2020

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Figure 1: The CRF Autoencoder for the input sen-tence “These stocks eventually reopened” and its 1corresponding parse tree (shown at the top).xandx ˆare the original and reconstructed sentence.is the dependency parse tree represented by asequence where y i
Table 1: Feature template of a dependency, where
Table 3: Comparison of recent unsupervised de-pendency parsing systems on English. Basic setupis the same as our setup except that linguistic prioris not used.Extra info includes lexicalization,longer training sentences, etc.

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