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Jan, 2019
使用多任务学习进行情感和讽刺分类
Sentiment and Sarcasm Classification with Multitask Learning
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Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria...
TL;DR
本论文旨在探讨情感分类和讽刺检测两个NLP任务之间的相关性，并提出了一种基于多任务学习的深度神经网络框架来模拟这种相关性，以改善这两个任务的性能。在基准数据集中，我们的方法比现有技术的表现提高了3-4%。
Abstract
sentiment classification
and
sarcasm detection
are both important
nlp
tasks. We show that these two tasks are correlated, and present a
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