'Love 'Em And Weep' was remade by the same studio (Hal Roach) in 1931 as 'Chickens Come Home', a 'three-reel' talkie. Oliver Hardy (who had a bit part as a judge in this silent) took the featured part, which was originally played by James Finlayson in this silent version. Finlayson is relegated to the small part of the butler in the remake. Stan Laurel and Mae Busch play the same parts in both films.
Since both Laurel and Hardy appear in the film it is considered an early Laurel and Hardy film despite the fact that Hardy's role is just a bit part, and they barely share any scenes in the film at all.