Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction

15 November 2022

Papers citing "Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction"

5 / 5 papers shown

Title
A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences Jiaxin Shen Jinan Xu Huiqi Hu Luyi Lin Fei Zheng Guoyang Ma Fandong Meng Jie Zhou Wenjuan Han AILaw ELM 53 0 0 02 Mar 2025
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation Minqin Zhu Anpeng Wu Haoxuan Li Ruoxuan Xiong Bo Li ... Xuan Qin Peng Zhen Jiecheng Guo Fei Wu Kun Kuang CML 42 10 0 21 Mar 2024
LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning Pengjie Liu Xin Dai Zhenghao Liu Huiyuan Xie Xiaoyuan Yi Yu Gu Yukun Yan Liner Yang Shuang-Hua Yang Ge Yu AILaw ELM 58 0 0 27 Jan 2024
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 66 79 0 12 Sep 2021
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 115 325 0 05 Jun 2019