<cite>Friedrich et al. (2016)</cite> further improved the performance by implementing a sequence labeling (CRF) model to fine-tune a sequence of SE type predictions and noted that much of the performance gain came from modeling the label pattern that GENERIC clauses often occur together. In contrast, we focus on deriving dynamic clause representations informed by paragraph-level contexts and model context influences more extensively.