Web: http://arxiv.org/abs/2209.07697

Sept. 19, 2022, 1:15 a.m. | Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei, Jinchao Zhang, Jie Zhou

cs.CL updates on arXiv.org arxiv.org

With the increasing popularity of online chatting, stickers are becoming
important in our online communication. Selecting appropriate stickers in
open-domain dialogue requires a comprehensive understanding of both dialogues
and stickers, as well as the relationship between the two types of modalities.
To tackle these challenges, we propose a multitask learning method comprised of
three auxiliary tasks to enhance the understanding of dialogue history, emotion
and semantic meaning of stickers. Extensive experiments conducted on a recent
challenging dataset show that our …

arxiv multitask learning

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