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Use of deep linguistic features for the recognition and labeling of semantic arguments

Chen, John; Rambow, Owen

We use deep linguistic features to predict semantic roles on syntactic arguments, and show that these perform considerably better than surface-oriented features. We also show that predicting labels from a "lightweight" parser that generates deep syntactic features performs comparably to using a full parser that generates only surface syntactic features.

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More About This Work

Academic Units
Computer Science
Publisher
Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing (EMNLP-03)
Published Here
May 10, 2013
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