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Dec, 2018
一种基于深度强化学习的增强式通用序列标注系统的新概念
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System
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Yu Wang, Abhishek Patel, Hongxia Jin
TL;DR
本文提出了一种基于深度强化学习的增强通用序列标注系统，其中包括一个深度神经网络模型和一个基于深度强化学习的增强标记器，该系统在ATIS和CoNLL-2003基准数据集上得到了验证，并比现有最先进模型优异了1.9%和1.4%。
Abstract
In this paper, a new
deep reinforcement learning
based augmented general
sequence tagging
system is proposed. The new system contains two parts: a deep neural network (DNN) based
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