Definitions of bitterweed:

• noun:   any of numerous chiefly North American weedy plants constituting the genus Ambrosia that produce highly allergenic pollen responsible for much hay fever and asthma
• noun:   widespread European weed with spiny tongue-shaped leaves and yellow flowers; naturalized in United States