论文标题

快速的语义解析,并保证

Fast semantic parsing with well-typedness guarantees

论文作者

Lindemann, Matthias, Groschwitz, Jonas, Koller, Alexander

论文摘要

AM依赖性解析是一种语言原则性的方法,用于神经语义解析,在多个图形库之间具有很高的精度。它依赖于模拟语义性能但使现有解析器变慢的类型系统。我们描述了A*解析的A*解析器,用于AM依赖性解析,该解析可以保证良好的型号并提高解析速度多达3个数量级,同时保持或提高准确性。

AM dependency parsing is a linguistically principled method for neural semantic parsing with high accuracy across multiple graphbanks. It relies on a type system that models semantic valency but makes existing parsers slow. We describe an A* parser and a transition-based parser for AM dependency parsing which guarantee well-typedness and improve parsing speed by up to 3 orders of magnitude, while maintaining or improving accuracy.

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