Sarcasm Relation to Time: Sarcasm Detection with Temporal Features and Deep Learning.

PRICAI 2023: Trends in Artificial Intelligence: 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023, Jakarta, Indonesia, November 15–19, 2023, Proceedings, Part II(2023)

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摘要
This paper presents a deep learning-based framework to detect sarcasm in relation to time. Deep N -gram features generated using the FastText algorithm, combined with temporal handcrafted temporal features are used to train several machine learning classifiers. Experimental results show that Logistic Regression performs the best among all the classifiers. The introduction of the handcrafted temporal features has also whosn to improve overall detection performance when compared to existing works in the field.
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关键词
sarcasm detection,deep learning,temporal features
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