2023
DOI: 10.1109/taslp.2023.3250833
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Emotion Prediction Oriented Method With Multiple Supervisions for Emotion-Cause Pair Extraction

Abstract: Emotion-cause pair extraction (ECPE) task aims to extract all the pairs of emotions and their causes from an unannotated emotion text. The previous works usually extract the emotion-cause pairs from two perspectives of emotion and cause. However, emotion extraction is more crucial to the ECPE task than cause extraction. Motivated by this analysis, we propose an end-to-end emotion-cause extraction approach oriented toward emotion prediction (EPO-ECPE), aiming to fully exploit the potential of emotion prediction… Show more

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Cited by 5 publications
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