Semantic Role Labeling using Maximum Entropy Model

@inproceedings{Lim2004SemanticRL,
  title={Semantic Role Labeling using Maximum Entropy Model},
  author={Joon-Ho Lim and Young-Sook Hwang and So Young Park and Hae-Chang Rim},
  booktitle={CoNLL},
  year={2004}
}
In this paper, we propose a semantic role labeling method using a maximum entropy model, which enables not only to exploit rich features but also to alleviate the data sparseness problem in a well-founded model. For applying the maximum entropy model to semantic role labeling, we take a incremental approach as follows: firstly, the semantic roles are assigned to the arguments in the immediate clause including a predicate, and then, the semantic roles are assigned to the arguments in the upper… CONTINUE READING
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