BriefGPT.xyz
Nov, 2015
利用社交关注解决情感分析中的语言变异问题
Putting Things in Context: Community-specific Embedding Projections for Sentiment Analysis
HTML
PDF
Yi Yang, Jacob Eisenstein
TL;DR
本文介绍了一种基于注意力机制的神经网络结构，利用社交网络中的同质性，将分类函数平滑化，从而实现个性化的情感分析模型，提高在 Twitter 和评论数据上的情感分析准确性。
Abstract
variation
in language is ubiquitous, and is particularly evident in newer forms of writing such as social media. Fortunately,
variation
is not random, but is usually linked to social factors. By exploiting lingui
→