Arabic cross-document coreference detection

ACLShort '09: Proceedings of the ACL-IJCNLP 2009 Conference Short Papers(2009)

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摘要
We describe a set of techniques for Arabic cross-document coreference resolution. We compare a baseline system of exact mention string-matching to ones that include local mention context information as well as information from an existing machine translation system. It turns out that the machine translation-based technique outperforms the baseline, but local entity context similarity does not. This helps to point the way for future cross-document coreference work in languages with few existing resources for the task.
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关键词
Arabic cross-document coreference resolution,baseline system,exact mention,existing machine translation system,existing resource,future cross-document coreference work,local entity context similarity,local mention context information,machine translation-based technique
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