It sounds as if this function will not / cannot be implemented in Eclipse:
https://bugs.eclipse.org/bugs/show_bug.cgi?id=70810
However, they mention using local history for the same thing:
"If you deleted the file in the Navigator, just right-click on the parent folder and select" Restore from local history. "
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