Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 37 citations · 39 references
ComputingData ScienceComputational LinguisticsJurisdictionNatural Language ProcessingLanguage ModelingLanguage ModelsLegal InferenceCourt InterpretationInference From Legal CasesLegal PredictionPredictive Legal Reasoning
Automatic legal judgment prediction (LJP) has recently received increasing attention in the natural language processing community in part because of its practical values as well as the associated research challenges. We present an overview of the major milestones made in LJP research covering multiple jurisdictions and multiple languages, and conclude with promising future research directions.
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Axiomatic Attribution for Deep Networks
Mukund Sundararajan, Ankur Taly, Qiqi Yan · arXiv (Cornell University) · 2017 · 2.6K citations · Full text