We can also utilize the gold-standard law articles naturally in the judgement documents to supervise the article attention during training.
given the top k articles, we want the article attention distribution α ∈ R k to simulate the target article distribution t ∈ R k , where t j = 1 k if article j belongs to the gold-standard articles and t j = 0 otherwise.