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Incremental Discontinuous Phrase Structure Parsing with the Gap Transition

机译:间隙转换的增量式不连续短语结构解析

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This article introduces a novel transition system for discontinuous lexicalized con stituent parsing called sr-gap. It is an ex tension of the shift-reduce algorithm with an additional gap transition. Evaluation on two German treebanks shows that sr-gap outperforms the previous best transition-based discontinuous parser (Maier, 2015) by a large margin (it is notably twice as ac curate on the prediction of discontinuous constituents), and is competitive with the state of the art (Fernandez-Gonzalez and Martins, 2015). As a side contribution, we adapt span features (Hall et al., 2014) to discontinuous parsing.
机译:本文介绍了一种新颖的过渡系统,用于不连续词法化成分分析,称为sr-gap。这是移位减少算法的额外扩展,带有额外的间隙过渡。对两个德国树库的评估表明,sr-gap大大优于以前基于过渡的最佳不连续解析器(Maier,2015年)(在预测不连续成分方面,准确度明显提高了两倍),并且与国家竞争(Fernandez-Gonzalez和Martins,2015年)。作为补充,我们将跨度特征(Hall等,2014)调整为不连续解析。

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