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Apr, 2018
神经成分句法分析器的研究分析
What's Going On in Neural Constituency Parsers? An Analysis
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David Gaddy, Mitchell Stern, Dan Klein
TL;DR
研究了现代和经典的组成分析方法的差异，以及神经网络在此领域的应用。高性能的神经模型代表了最新的工作，实验发现该模型隐式编码了过去语法和词汇表明确提供的信息，暗示这种支撑可以被强大的通用神经机制取代。
Abstract
A number of differences have emerged between modern and classic approaches to
constituency parsing
in recent years, with structural components like
grammars
and feature-rich
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