One emoji, many meanings: A corpus for the prediction and disambiguation of emoji sense

作者：

Highlights：

• We demonstrate that emoji are polysemous.

• We have developed a new corpus to help in the task of emoji sense prediction.

• Our experiments show that it is possible to predict the sense of an emoji.

• We extend our experiments to show that emoji sense is a useful feature in the emoji prediction task.

摘要

•We demonstrate that emoji are polysemous.•We have developed a new corpus to help in the task of emoji sense prediction.•Our experiments show that it is possible to predict the sense of an emoji.•We extend our experiments to show that emoji sense is a useful feature in the emoji prediction task.

论文关键词：Text mining,Semantic networks,Emoji

论文评审过程：Received 30 April 2021, Revised 4 November 2021, Accepted 8 March 2022, Available online 18 March 2022, Version of Record 24 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116862