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The charge prediction task aims to predict the charge for a case given its fact description.
Everything has a cause: Leveraging causal inference in legal text analysis
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, and Dongyan Zhao. 2021 · 1941
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Confusing crimes, noncrime, and boundaries between crimes , volume 1
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Longformer: The long-document transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020 · 2004
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The presumption of innocence and the human rights act
Victor Tadros and Stephen Tierney. 2004 · 2004
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Criminal theory system in germany & japan and the system of constitution of crime:a dissection,reflection and reference under empirical study
Tang Jiyao. 2011 · 2011
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Convolutional neural networks for sentence classification
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Machine bias
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Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, and James Glass. 2017 · 2017
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Accountability of AI under the law: The role of explanation
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Learning to predict charges for criminal cases with legal basis
Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, and Dongyan Zhao. 2017 · 2017
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Criminal law in china
S. Wang. 2017 · 2017
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Few-shot charge prediction with discriminative legal attributes
Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, and Maosong Sun. 2018 · 2018
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Interpretable rationale augmented charge prediction system
Xin Jiang, Hai Ye, Zhunchen Luo, WenHan Chao, and Wenjia Ma. 2018 · 2018
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Law text classification using semi-supervised convolutional neural networks
Penghua Li, Fen Zhao, Yuanyuan Li, and Ziqin Zhu. 2018 · 2018
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Jumper: Learning when to make classification decision in reading
Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, and Sen Song. 2018 · 2018
What do you learn from context? probing for sentence structure in contextualized word representations
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, and Ellie Pavlick. 2019 · 2019
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Investigating BERT’s knowledge of language: Five analysis methods with NPIs
Alex Warstadt, Yu Cao, Ioana Grosu, Wei Peng, Hagen Blix, Yining Nie, Anna Alsop, Shikha Bordia, Haokun Liu, Alicia Parrish, Sheng-Fu Wang, Jason Phang, Anhad Mohananey, Phu Mon Htut, Paloma Jeretic, and Samuel R. Bowman. 2019 · 2019
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Legal judgment prediction via multi-perspective bi-feedback network
Wenmian Yang, Weijia Jia, Xiaojie Zhou, and Yutao Luo. 2019 · 2019
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Probing linguistic features of sentence-level representations in neural relation extraction
Christoph Alt, Aleksandra Gabryszak, and Leonhard Hennig. 2020 · 2020
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Explanation in ai and law: Past, present and future
Katie Atkinson, Trevor Bench-Capon, and Danushka Bollegala. 2020 · 2020
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Deep contextualized word representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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Cail2018: A large-scale legal dataset for judgment prediction
Chaojun Xiao, Haoxiang Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, and Jianfeng Xu. 2018 · 2018
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Legal judgment prediction via topological learning
Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, and Maosong Sun. 2018 · 2018
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Analysis methods in neural language processing: A survey
Yonatan Belinkov and James Glass. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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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 · 2019
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Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, and Xipeng Qiu. 2020 · 2020
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Probing neural dialog models for conversational understanding
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Probing pretrained language models for lexical semantics
Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, Goran Glavaš, and Anna Korhonen. 2020 · 2020
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Iteratively questioning and answering for interpretable legal judgment prediction
Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, and Maosong Sun. 2020 · 2020
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Probing the probing paradigm: Does probing accuracy entail task relevance?
Abhilasha Ravichander, Yonatan Belinkov, and Eduard Hovy. 2021 · 2021
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Lawformer: A pre-trained language model for chinese legal long documents
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, and Maosong Sun. 2021 · 2021
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Probing classifiers: Promises, shortcomings, and advances
Yonatan Belinkov. 2022 · 2022
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Charge prediction modeling with interpretation enhancement driven by double-layer criminal system
Lin Li, Lingyun Zhao, Peiran Nai, and Xiaohui Tao. 2022 · 2022
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