Semantic Role Labeling by Tagging Syntactic Chunks

@inproceedings{Hacioglu2004SemanticRL,
  title={Semantic Role Labeling by Tagging Syntactic Chunks},
  author={Kadri Hacioglu and Sameer Pradhan and Wayne H. Ward and James H. Martin and Daniel Jurafsky},
  booktitle={CoNLL},
  year={2004}
}
In this paper, we present a semantic role labeler (or chunker) that groups syntactic chunks (i.e. base phrases) into the arguments of a predicate. This is accomplished by casting the semantic labeling as the classification of syntactic chunks (e.g. NP-chunk, PP-chunk) into one of several classes such as the beginning of an argument (B-ARG), inside an argument (I-ARG) and outside an argument (O). This amounts to tagging syntactic chunks with semantic labels using the IOB representation. The… CONTINUE READING
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References

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Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling in the same volume of Proc. of CoNLL’2004

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1 Excerpt

Target word Table 4 : System results on test set

  • Sameer Pradhan

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