The authors of Elephant (Evang et al., 2013) made their system available at http://gmb.let.rug.nl/ elephant, 4 and deserve our gratitude for making the effort to provide a clear documentation, including how to reproduce their experiments.
although a training script is provided, this script only allows training the CRF model.