Appreciation is a type of Thanks. Thanks is the opposite of Please. Please is related to Bill. Bill is a synonym of Act. 
Drop is related to Decline. 
Appreciation --IsA--> Thanks <--Antonym--> Please <--RelatedTo--> Bill <--Synonym--> Act 
Drop <--RelatedTo--> Decline 