TypedCSIP: Typed Counterfactual Pretraining for Chinese Legislative Conflict Classification 事件

TypedCSIP: Typed Counterfactual Pretraining for Chinese Legislative Conflict Classification arXiv:2605.25474v1 Announce Type: new Abstract: TypedCSIP is a typed counterfactual pretraining method for the conflict-classification task of the LCR-CN benchmark (Zhao et al., 2026): given a (superior, subordinate) provision pair, predict whether the pair conflicts and which of four legal-doctrine types (Responsibility, Condition, Sanction, Definition) describes the inconsistency. We exploit LCR-CN