You can open a new tab when using Mobile Safari by touching and holding the link you want to open. This will open a drop down box with the options:
Open
Open New Tab
Add to Reading List
Copy

Tapping the "Open New Tab" option will open the link in a new tab and allow you to stay on the page you are currently using.
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