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Precedent is and remains central to common law, but is neither fixed in stone, a mechanical rule to follow, nor fundamentally “binding.” In interesting yet often neglected ways, precedents maynot only be expressly but implicitly overruled, abandoned or circumvented (without saying so), so as to render them no longer “good law”, or undercut by simply ...
Marco Félix Jobim, David M. O’Brien
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Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration [PDF]
Legal Judgment Prediction (LJP) has become an increasingly crucial task in Legal AI, i.e., predicting the judgment of the case in terms of case fact description.
Yiquan Wu +8 more
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On the Role of Negative Precedent in Legal Outcome Prediction [PDF]
Every legal case sets a precedent by developing the law in one of the following two ways. It either expands its scope, in which case it sets positive precedent, or it narrows it, in which case it sets negative precedent.
Josef Valvoda +2 more
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What About the Precedent: An Information-Theoretic Analysis of Common Law [PDF]
In common law, the outcome of a new case is determined mostly by precedent cases, rather than by existing statutes. However, how exactly does the precedent influence the outcome of a new case?
Josef Valvoda +4 more
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A formal analysis of some factor- and precedent-based accounts of precedential constraint
In this paper several recent factor- and dimension-based models of precedential constraint are formally investigated and an alternative dimension-based model is proposed.
H. Prakken
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Courts may reason using precedents in various ways, but not all of them satisfy the rule of law. This article provides two ways that are compatible with this ideal and one which is not.
Sebastian Lewis
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Forecasting Multivariate Chaotic Processes with Precedent Analysis
Predicting the state of a dynamic system influenced by a chaotic immersion environment is an extremely difficult task, in which the direct use of statistical extrapolation computational schemes is infeasible.
A. Musaev, A. Makshanov, D. Grigoriev
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Continuing the precedent: Financially disadvantaging young people in "unprecedented" COVID‐19 times
The COVID‐19 pandemic is both a health and an economic crisis. Economically, lockdowns across Australia have devastated business and industry, creating immediate spikes in under‐ and unemployment. These impacts intersect with the precarious labour market
P. O’Keeffe, Belinda Johnson, K. Daley
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Future climate forcing potentially without precedent in the last 420 million years
The evolution of Earth’s climate on geological timescales is largely driven by variations in the magnitude of total solar irradiance (TSI) and changes in the greenhouse gas content of the atmosphere.
G. Foster, D. Royer, D. Lunt
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Background The prognostic implications of non-sustained ventricular tachycardia (NSVT) and their significance as therapeutic targets in patients without prior sustained ventricular arrhythmias remain undetermined. The aim of this study was to investigate
H. Makimoto +12 more
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