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In a legal system, judgment consistency is regarded as one of the most important manifestations of fairness.
Analysis of nonstationarities in fetal heart rate signal: inconsistency measures of baselines using acceleration/deceleration patterns
Janusz Jezewski, Krzysztof Horoba, A Gasek, Janusz Wrobel, Adam Matonia, and Tomasz Kupka · 2003
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Lixia Li · 2014
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Analyzing the extraction of relevant legal judgments using paragraph-level and citation information
K Raghav, P Krishna Reddy, and V Balakista Reddy · 2016
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Richard Berk, Hoda Heidari, Shahin Jabbari, Michael Kearns, and Aaron Roth · 2018
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Hai Ye, Xin Jiang, Zhunchen Luo, and Wenhan Chao · 2018
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Legal judgment prediction via topological learning
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Legal summarization for multi-role debate dialogue via controversy focus mining and multi-task learning
Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, and Fei Wu · 2019
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Human perceptions of fairness in algorithmic decision making: A case study of criminal risk prediction
Nina Grgichlaca, Elissa M Redmiles, Krishna P Gummadi, and Adrian Weller · 2018
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Few-shot charge prediction with discriminative legal attributes
Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, and Maosong Sun · 2018
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A unified approach to quantifying algorithmic unfairness: Measuring individual &group unfairness via inequality indices
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Cail2018: A large-scale legal dataset for judgment prediction
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, et al · 2018
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Iteratively questioning and answering for interpretable legal judgment prediction
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How does nlp benefit legal system: A summary of legal artificial intelligence
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, and Maosong Sun
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Secaps: a sequence enhanced capsule model for charge prediction
Congqing He, Li Peng, Yuquan Le, Jiawei He, and Xiangyu Zhu · 2019
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Cail2019-scm: A dataset of similar case matching in legal domain
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, et al · 2019
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Legal efficiency and consistency
Luca Anderlini, Leonardo Felli, and Alessandro Riboni · 2020
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Joint entity and relation extraction for legal documents with legal feature enhancement
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Hierarchical chinese legal event extraction via pedal attention mechanism
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