The past tense of take the responsibility for is took the responsibility for.
The third-person singular simple present indicative form of take the responsibility for is takes the responsibility for.
The present participle of take the responsibility for is taking the responsibility for.
The past participle of take the responsibility for is taken the responsibility for.