What is Grad/NoGrad?

[OmniaZayed]

Hi Lee, Thanks a lot for sharing this! the results are really informative while comparing the proposed approaches to the state of the art. I am wondering what you mean by Grad/No Grad in your results table.

Also what are the splits of your data? Have you used all the previous semeval data as training (~50K), if so then what was your development set?