I live and work in Illinois but maintain my residency in Texas due to husband's military orders. What do I need to do to prepare for this year's taxes?

Illinois state taxes are being taken out of my paycheck every pay period. I have never had to file a state tax return since I have always earned income in Texas, will I now have to file both Illinois and Texas?