Their experiments show that discourse connectives and the distance between the two text spans have the most impact, and event-based features also contribute to the performance.
their system may not work well for implicit relations alone, as the two most prominent features only apply to explicit relations: implicit relations do not have discourse connectives and the two text spans of an implicit relation are usually adjacent to each other.