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Feature-based algorithm for Semantic Role Labelling
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The models that use these algorithms starts by making a parse tree for each input sentence ,which is traversed to identify all the predicates.
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For each predicate the SRL iterates through each node in the parse tree and perform supervised classification to determine whether the node serves as a semantic role for the specified predicate and what type of role.
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Updated 2022-03-20
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Data Science