(2016) used insightful syntactic-semantic features extracted from the target clause itself for SE type classification, which has achieved good performance across several genres when evaluated on the newly created large dataset MASC+Wiki.
our assumption is that discourse connectives are important to glue clauses together and removing them affects text coherence and information flow between clauses.