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First keep this things in mind that

1.If a language $L$ and its complement $L^{'}$ are recursive enumaerable then $L$ is recursive.
2.The complement of recursive language is recursive.

3.Recursive langauge(rec) are decidable


4. Recursive enumerabale(RE) language are semidecidable.


Let $L=$Recursive Enumerable language be closed under complementation.

Then $L$,$L^{'}$ will be RE  and hence $L$ will be Rec (point -1) and thus decidable (point -2)but $L$ is semidecidable (point -4), a contradiction!

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