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Imparting Sentiment and Politeness on Computers

机译:传授计算机上的情感和礼貌

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摘要

In this talk we will describe the attempts made at making machines "more human" by giving them sentiment and politeness abilities. We will give a perspective on automatic sentiment and emotion analysis, with a description of our work in this area, touching upon the challenging problems of sarcasm arising from numbers, and multitask and multimodal sentiment and emotion analysis. Subsequently we touch upon the interesting problem of "making computers polite" and our recent work on this. We will end with noting the places of rule based, classical ML based and deep learning-based approaches in NLP.
机译:在本演讲中,我们将描述通过赋予机器情感和礼貌能力使机器“更人性化”的尝试。我们将在自动情感和情感分析方面给出一个观点,并描述我们在这一领域的工作,涉及数字引发的讽刺,多任务和多模式情感和情感分析等具有挑战性的问题。随后,我们谈到了“使计算机礼貌”这一有趣的问题以及我们最近在这方面的工作。我们将在NLP中注意基于规则,基于经典ML和基于深度学习的方法的位置。

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