An example judgement document is shown in Figure 1, where we highlight the indicator clauses that we used to divide a document into three pieces and extract fact description, articles, and charges from each piece, respectively.
we thus adopt a two-step approach, specifically, we first build a fast and easy-to-scale classifier to filter out a large fraction of irrelevant articles, and retain the top k articles.