BriefGPT.xyz
Sep, 2020
针对中文端到端语义角色标注的高阶细化
High-order Refining for End-to-end Chinese Semantic Role Labeling
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Hao Fei, Yafeng Ren, Donghong Ji
TL;DR
本文呈献一种高级别的精细机制,通过注意力计算与所有谓词-论元对之间的交互来进行更新标记表示,以解决长程依赖问题,从而在中文SRL数据上实现了最先进的结果。
Abstract
Current end-to-end
semantic role labeling
is mostly accomplished via
graph-based neural models
. However, these all are first-order models, where each decision for detecting any predicate-argument pair is made in
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