Guilt by Association: Emotion Intensities in Lexical Representations
Rutgers University（罗格斯大学）；Hasso Plattner Institute/University of Potsdam（哈索·普拉特纳研究所/波茨坦大学）
英文摘要：
What do word vector representations reveal about the emotions associated with words? In this study, we consider the task of estimating word-level emotion intensity scores for specific emotions, exploring unsupervised, supervised, and finally a self-supervised method of extracting emotional associations from word vector representations. Overall, we find that word vectors carry substantial potential for inducing fine-grained emotion intensity scores, showing a far higher correlation with human ground truth ratings than achieved by state-of-the-art emotion lexicons.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
