Police today detained Leader of Opposition Edapaddi K Palaniswami ('EPS') and other AIADMK legislators as they attempted to hold a hunger strike outside the Tamil Nadu assembly over the Speaker not recognising a new Deputy Leader of the party chosen by their faction.