The Collaborative International Dictionary of English v.0.48:

Fireweed \Fire"weed`\, n. (Bot.)
   (a) An American plant (Erechthites hiercifolia), very
       troublesome in spots where brushwood has been burned.
   (b) The great willow-herb (Epilobium spicatum).
       [1913 Webster]