The central bank follows an inflation target and the economy benefits from an improvement in  productivity. What will happen to interest rates?

An improvement in productivity should, other things being equal, result in an increase in aggregate supply and downward pressure on prices. This means that inflationary pressures will be eased and the central bank will be able to lower its interest rate.