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Jul, 2017
领域适应效应对神经抽象摘要的试点研究
A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization
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Xinyu Hua, Lu Wang
TL;DR
研究了神经抽象摘要的领域适应问题，发现预训练模型利用提取式摘要可以提高摘要质量，同时结合域内和域外数据可以获得更好的摘要效果，但对于目标领域的风格要求域内数据。
Abstract
We study the problem of
domain adaptation
for
neural abstractive summarization
. We make initial efforts in investigating what information can be transferred to a new domain. Experimental results on news stories a
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