BriefGPT.xyz
Jun, 2018
句子简化的动态多层多任务学习
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification
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Han Guo, Ramakanth Pasunuru, Mohit Bansal
TL;DR
本文提出了一种基于序列到序列的句子简化模型,通过多任务学习及时改进其包含性和释义能力。文章还介绍了一种新的多层软共享方法,以及一种动态学习的多臂赌博机训练方法,实验结果表明我们的模型在语义相关任务上的表现优于竞争模型。
Abstract
sentence simplification
aims to improve readability and understandability, based on several operations such as splitting, deletion, and
paraphrasing
. However, a valid simplified sentence should also be logically
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