BriefGPT.xyz
Oct, 2016
利用词向量增强推特帮派成员个人资料的识别
Word Embeddings to Enhance Twitter Gang Member Profile Identification
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Sanjaya Wijeratne, Lakshika Balasuriya, Derek Doran, Amit Sheth
TL;DR
本文研究了使用词嵌入来识别Twitter上的帮派成员，实验结果表明预训练的词嵌入可以提高机器学习算法在社交媒体上训练的准确性。
Abstract
gang affiliates
have joined the masses who use
social media
to share thoughts and actions publicly. Interestingly, they use this public medium to express recent illegal actions, to intimidate others, and to share
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