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Constraint Propagation The parsing and
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system may be viewed as a single
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Processing One challenge in performing
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against language input is that
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• For inferences made from
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to be valid , the representation
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perspective on sparsity , using
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of the tree fragments with non-matching
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architecture for word learning , in which
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coordinates this contextual information
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formally introduce a concept of
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consistency encoded in bilingual
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Word Learning using Bidirectional
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</title> Keith Anthony Seth Abstract
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approach our bootstrapping problem by
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( Gentner and Markman , 1997
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translational equivalences generated from
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tend to be more grammatically
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. For example , in Figure 1 ,
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first matches A , E , and F between
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for it . We expect Tf to satisfy
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consistency as much as possible
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Consistency We adapt word alignment to
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and introduce some related concepts
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interpretations is advantageous . Increasing
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between the parsed semantics
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Product of Experts Incorporating
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and surface overlap features
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. In general , since bilingual
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is very complicated and difficult
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supervised systems which require a
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between the input and output
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Gentner and Markman , 1997 ) .
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is a process in which corresponding
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to previous work , we emphasize
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, and seek to ignore issues like
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heuristic . As a side effect of using
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as a parsing heuristic , we should
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mains . 5 Language Parsing and
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Structural Alignment
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This section will describe the
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