The committee has finally ____ a name for the new library.

توضیح

This verb ends its three-form pattern with the participle chosen, which is what the auxiliary has demands. Chose is the past simple and fits a sentence with no auxiliary, such as they chose a name yesterday, and choosed is not a form of this verb in any tense.