The annexation of the territory was presented as an accomplished fact, leaving no room for negotiation.

In spite of the fact that it was raining heavily, we decided to go hiking.

Despite the fact that it was raining heavily, we decided to go for a walk in the park.

As a matter of fact, I have already finished the report.