efmaral (EFficient MARkov chain ALigner) is a tool for performing word alignment using Gibbs sampling with a Bayesian extension of the IBM alignment models. It is both fast and accurate. In addition, it can function as a plug-in replacement for fast_align, or be used as a library from a Python program.

Source code is available from GitHub

Contact: Robert Östling