Before revision:  We hope our approach and initial probe set will assist future work in improving PTLMs' inference abilities , while also providing a probing set to test robustness under several linguistic variations--code and data will be released .
After revision:  We hope our approach and initial probe set will assist future work in improving PTLMs' inference abilities and robustness to linguistic variations--bringing us closer to more fluid communication .