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APL 29

{1↓¨(1,(⍳⍴⍵)∊,{1↑1↓⍵}⌸⍵)⊂1,⍵}

This is a nice question for the key operator (⌸) which was introduced with Dyalog APL v14. It takes the left argument function ({1↑1↓⍵}) and gives it for each unique argument, the indices in the vector for that argument. Here I'm taking the second index, then i check which of the indices is present in this list ((⍳⍴⍵)∊) and use the resulting boolean for splitting the original vector.

Can be tried online here:

http://tryapl.org