We extend the original semi-CRF model (Sarawagi and Cohen, 2004) to allow the modeling of arbitrarily long expressions while accounting for their likely syntactic structure when modeling segment boundaries.
we propose a semi-CRF-based approach to the task that can perform sequence labeling at the segment level.