A negative or positive interpretation would depend on the circumstances, and probably the attitudes of the society you are talking about. To me - a larger group assimilates a smaller group into itself, and the smaller group integrates into the larger group.

for example , in this sentences "not all immigrants can speak the local language well and that causes problems for assimilating " should i use "assimilate or integrate"?