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Aug, 2018
深度语义角色标注的半监督学习
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
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Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell
TL;DR
该研究论文提出了一种半监督的语义角色标注方法,该方法基于神经网络的隐层状态生成词汇特征,明确地加入并控制句法特征的不一致性,以实现更好地语义角色标注,尤其是在数据稀缺的情况下,并在CoNLL-2012英文部分中取得了相对于基准模型更好的结果。
Abstract
neural models
have shown several state-of-the-art performances on
semantic role labeling
(SRL). However, the
neural models
require an imme
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