A detailed description of ROSANA-ML and the underlying methodology is provided in the article
Roland Stuckardt. A Machine Learning Approach to Preference Strategies for Anaphor Resolution.
In: António Branco, Tony McEnery, Ruslan Mitkov (Eds.), Anaphora Processing: Linguistic, Cognitive, and Computational Modelling. John Benjamins, January 2005. [PDF]