When I was adding posts I was doing manually setting for each post to open it in new window. After that I have searched how can I set it to default for the blog to open all links in new window. Finally, I have found the solution which is too simple and share it here:
1) Open header.php file of your wordpress theme.
2) Add this code in
3) Save the changes.