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Every legal case sets a precedent by developing the law in one of the following two ways.
Predicting supreme court decisions mathematically: A quantitative analysis of the “right to counsel” cases
Fred Kort. 1957 · 1957
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What computers can do: Analysis and prediction of judicial decisions
Reed C. Lawlor. 1963 · 1963
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Applying correlation analysis to case prediction
Stuart S. Nagel. 1963 · 1963
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Modelling Legal Argument: Reasoning with Cases and Hypotheticals
Kevin D. Ashley. 1988 · 1988
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Distinguish confusing law articles for legal judgment prediction
Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, and Junzhou Zhao. 2020 · 2004
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Extractive summarisation of legal texts
Ben Hachey and Claire Grover. 2006 · 2006
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The Nature and Authority of Precedent , chapter 4. Cambridge University Press
Neil Duxbury. 2008 · 2008
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NLP for shallow question answering of legal documents using graphs
Alfredo Monroy, Hiram Calvo, and Alexander Gelbukh. 2009 · 2009
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The role of precedent at the European court of human rights: A network analysis of case citations
Yonatan Lupu and Erik Voeten. 2010 · 2010
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Predicting judicial decisions of the European Court of Human Rights: a natural language processing perspective
Nikolaos Aletras, Dimitrios Tsarapatsanis, Daniel Preoţiuc-Pietro, and Vasileios Lampos. 2016 · 2016
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Precedent and Analogy in Legal Reasoning
Grant Lamond. 2016 · 2016
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In the context of the common law: The European court of human rights in Strasbourg transcript
Bostjan Zupancic. 2016 · 2016
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Legal NERC with ontologies, Wikipedia and curriculum learning
Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany, and Serena Villata. 2017 · 2017
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What is law for the European court of human rights
Kanstantsin Dzehtsiarou. 2017 · 2017
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Algorithms in the criminal justice system: Assessing the use of risk assessments in sentencing
D. Kehl and Samuel Ari Kessler. 2017 · 2017
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Black’s Law Dictionary , 11th edition
Henry Black. 2019 · 2019
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Neural legal judgment prediction in English
Ilias Chalkidis, Ion Androutsopoulos, and Nikolaos Aletras. 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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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al. 2019 · 2019
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LEGAL-BERT: The muppets straight out of law school
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, and Ion Androutsopoulos. 2020 · 2020
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Overview of the case-law of the ECHR
ECtHR. 2020 · 2020
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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From case law to ratio decidendi
Josef Valvoda and Oliver Ray. 2018 · 2018
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Using agreement statements to identify majority opinion in UKHL case law
Josef Valvoda, Oliver Ray, and Ken Satoh. 2018 · 2018
Cited alongside, same era.
CAIL2018: A large-scale legal dataset for judgment prediction
Chaojun Xiao, Haoxi Zhong, Z. Guo, Cunchao Tu, Zhiyuan Liu, M. Sun, Yansong Feng, Xianpei Han, Z. Hu, Heng Wang, and J. 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
Cited alongside, same era.
LexGLUE: A benchmark dataset for legal language understanding in English
Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael Bommarito, Ion Androutsopoulos, Daniel Martin Katz, and Nikolaos Aletras. 2021b
Cited in the paper.
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush. 2020 · 2020
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Paragraph-level rationale extraction through regularization: A case study on European court of human rights cases
Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, and Prodromos Malakasiotis. 2021a · 2021
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The unreasonable effectiveness of the baseline: Discussing SVMs in legal text classification
Benjamin Clavié and Marc Alphonsus. 2021 · 2021
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What about the precedent: An information-theoretic analysis of common law
Josef Valvoda, Tiago Pimentel, Niklas Stoehr, Ryan Cotterell, and Simone Teufel. 2021 · 2021
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