Before revision:  Our results raise important questions for future work about how, and to what extent, pre-trained language models capture knowledge about abstract semantic relations  Source code and data to reproduce our experimental results are available in the following repository: URL
After revision:  Our results raise important questions for future work about how, and to what extent, pre-trained language models capture knowledge about abstract semantic relations  .