Xuxing Ding

LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts

Legal Judgment Prediction (LJP) seeks to predict case outcomes given available case information, offering practical value for both legal professionals and laypersons. However, a key limitation of existing LJP models is their limited adaptability to statutory revisions. Current SOTA models are neithe…