Web: http://arxiv.org/abs/2209.08524

Sept. 20, 2022, 1:14 a.m. | Jianzhu Yao, Ziqi Liu, Jian Guan, Minlie Huang

cs.CL updates on arXiv.org arxiv.org

Many classical fairy tales, fiction, and screenplays leverage dialogue to
advance story plots and establish characters. We present the first study to
explore whether machines can understand and generate dialogue in stories, which
requires capturing traits of different characters and the relationships between
them. To this end, we propose two new tasks including Masked Dialogue
Generation and Dialogue Speaker Recognition, i.e., generating missing dialogue
turns and predicting speakers for specified dialogue turns, respectively. We
build a new dataset DialStory, which …

arxiv benchmark stories understanding

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