Borrow from rich cousin: transfer learning for emotion detection using cross lingual embedding

作者：

Highlights：

• A benchmark Hindi dataset in disaster domain for emotion detection is created.

• Transfer learning between languages, can be done in shared vector space.

• Similarity of task supersedes that of language for cross-lingual transfer learning.

摘要

•A benchmark Hindi dataset in disaster domain for emotion detection is created.•Transfer learning between languages, can be done in shared vector space.•Similarity of task supersedes that of language for cross-lingual transfer learning.

论文关键词：Deep learning,Cross lingual transfer learning,Emotion classification

论文评审过程：Received 16 April 2019, Revised 9 July 2019, Accepted 26 July 2019, Available online 27 July 2019, Version of Record 5 August 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.112851