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No, you will not. The reason is that unemployment looks at your "base period" wages to determine if you are eligible.
In your case, if you last worked in 2006 in the U.S., you have no wages in the base period, which is the last 5 quarters, so the last 15 months. You have none in that jurisdiction, which means that no employer paid into your unemployment fund for that state for that period.
The money paid in from before you left no longer counts, in terms of your ability to get at it.
Sorry, I wish I could tell you differently, but that's the law in this situation.