Towards Robust Semantic Role Labeling

Abstract

Most research on semantic role labeling (SRL) has been focused on training and evaluating on the same corpus in order to develop the technology. This strategy, while appropriate for initiating research, can lead to over-training to the particular corpus. The work presented in this paper focuses on analyzing the robustness of an SRL system when trained on… (More)
DOI: 10.1162/coli.2008.34.2.289

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