Sentence:  The decreases , which are largely in construction and in aircraft procurement , are <WSD>offset</WSD> in part by increases for research and development and for procurement of other military equipment such as tanks , vehicles , guns , and electronic devices . 
Meaning of the word marked with <WSD> tags:  compensate for or counterbalance