Born in Vilkaviskis, Lithuania, both Soblen and his younger brother Jack (born Abromas Sobolevicius, also known as Abraham or Adolph Senin), were important figures in Trotskyist circles in the 1920s and 1930s.
Soblen, Soble, and many members of their family moved to the United States in 1941.