LLM-Assisted Causal Structure Disambiguation and Factor Extraction for Legal Judgment Prediction

Yuzhi Liang, Lixiang Ma, Xinrong Zhu

Mainstream methods for Legal Judgment Prediction (LJP) based on Pre-trained Language Models (PLMs) heavily rely on the statistical correlation between case facts and judgment resul…