Allison was born in Bordentown, New Jersey. He studied at Brown University. He became a Baptist minister. He also worked on developing improvements to the steam engine.
Allison also wrote a dictionary, The American Standard of Orthography and Pronunciation, and Improved Dictionary of the English Language, Abridged for the Use of Schools (1815).[1] He was elected to the American Philosophical Society in 1789.[2]