Semantic Role Labeling Improves Incremental Parsing

@inproceedings{Konstas2015SemanticRL,
  title={Semantic Role Labeling Improves Incremental Parsing},
  author={Ioannis Konstas and Frank Keller},
  booktitle={ACL},
  year={2015}
}
Incremental parsing is the task of assigning a syntactic structure to an input sentence as it unfolds word by word. Incremental parsing is more difficult than fullsentence parsing, as incomplete input increases ambiguity. Intuitively, an incremental parser that has access to semantic information should be able to reduce ambiguity by ruling out semantically implausible analyses, even for incomplete input. In this paper, we test this hypothesis by combining an incremental TAG parser with an… CONTINUE READING
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