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2404.10481
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BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction
16 April 2024
Ubaid Azam
Imran Razzak
Shelly Vishwakarma
Hakim Hacid
Dell Zhang
Shoaib Jameel
UQCV
ELM
BDL
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Papers citing
"BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction"
4 / 4 papers shown
Title
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US
Gil Semo
Dor Bernsohn
Ben Hagag
Gila Hayat
Joel Niklaus
AILaw
ELM
26
19
0
01 Nov 2022
Neural Legal Judgment Prediction in English
Ilias Chalkidis
Ion Androutsopoulos
Nikolaos Aletras
AILaw
ELM
101
325
0
05 Jun 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,635
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,042
0
06 Jun 2015
1