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Oct, 2012
从多方面评论中学习态度和属性
Learning Attitudes and Attributes from Multi-Aspect Reviews
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Julian McAuley, Jure Leskovec, Dan Jurafsky
TL;DR
本文提出了基于多层次评价维度的评分系统,并通过介绍由包含 500 万个评论的新语料库建立的三个预测任务的数据集,证明了该模型的可行性及在现实世界数据上的可扩展性。此外,该模型能够自动学习与特定方面相关的内容词和情感词,从而将评论文本中的内容和情感信息分离开来。
Abstract
The majority of
online reviews
consist of plain-text feedback together with a single numeric score. However, there are multiple dimensions to products and opinions, and understanding the `
aspects
' that contribute
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