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Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code
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References

  • 2020LEGAL-BERT: The Muppets straight out of Law School1,065 cited
  • 2016Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective812 cited
  • 2019Using machine learning to predict decisions of the European Court of Human Rights430 cited
  • 2019Neural Legal Judgment Prediction in English350 cited
  • 2017Learning to Predict Charges for Criminal Cases with Legal Basis328 cited
  • 2018Deep learning in law: early adaptation and legal word embeddings trained on large corpora190 cited
  • 2018Few-Shot Charge Prediction with Discriminative Legal Attributes171 cited
  • 2019Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network158 cited
  • 2018Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions141 cited
  • 2017Exploring the Use of Text Classification in the Legal Domain117 cited
  • 2019Automatic Judgment Prediction via Legal Reading Comprehension102 cited
  • 2014Predicting associated statutes for legal problems75 cited
  • 2012Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction72 cited
  • 2018Obligation and Prohibition Extraction Using Hierarchical RNNs65 cited

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2019
MANN: A Multichannel Attentive Neural Network for Legal Judgment Prediction
65 cited
  • 2021Judgment Prediction via Injecting Legal Knowledge into Neural Networks64 cited
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    • 2023A text classification-based approach for evaluating and enhancing the machine interpretability of building codes48 cited