Only showing 4 articles out of 7

I am using tags to filter out articles. I had 7 articles tagged with a specific keyword. I selected this keyword in the “Limit to specific or multiple Tag:” field. The problem is, only 4 articles having this tag randomly shows up. The other 3 posts never show up. What could be the issue?

http://wordpress.org/plugins/advanced-random-posts-widget/