Reddit entity linking dataset

作者：

Highlights：

• We release a new entity linking dataset taken from Reddit.

• Human annotators perform well at the task even when given a broad definition of the goal.

• Thorough evaluation found that existing entity linkers perform poorly on this new dataset.

• New models are needed to extract information from social media commentary.

摘要

•We release a new entity linking dataset taken from Reddit.•Human annotators perform well at the task even when given a broad definition of the goal.•Thorough evaluation found that existing entity linkers perform poorly on this new dataset.•New models are needed to extract information from social media commentary.

论文关键词：Entity linking,Dataset,Natural language processing

论文评审过程：Received 3 September 2020, Revised 10 December 2020, Accepted 17 December 2020, Available online 5 February 2021, Version of Record 5 February 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2020.102479