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Dec, 2022
快速基于规则的解码：重访神经成分句法分析中的句法规则
Fast Rule-Based Decoding: Revisiting Syntactic Rules in Neural Constituency Parsing
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Tianyu Shi, Zhicheng Wang, Liyin Xiao, Cong Liu
TL;DR
本研究提出一种基于GPU加速的CKY解码方法，利用句法规则进行约束，能够有效地进行神经成分分析。在实验中，本方法相比之前的方法有了显著的提高，特别是在交叉领域效果显著，达到了较高的分数。
Abstract
Most recent studies on
neural constituency parsing
focus on
encoder structures
, while few developments are devoted to decoders. Previous research has demonstrated that probabilistic statistical methods based on <
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