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MANN: A Multichannel Attentive Neural Network for Legal Judgment Prediction
14 references·2 citing·28 second hop
MANN: A Multichannel Attentive Neural Network for Legal Judgment Prediction (2019)MANN: A Multichannel Attentive Neural Net…Automatic Judgment Prediction via Legal Reading Comprehension (2019)Automatic Judgment Prediction…Legal Judgment Prediction via Topological Learning (2018)Legal Judgment Prediction via…Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions (2018)Interpretable Charge Predicti…Empirical Study of Deep Learning for Text Classification in Legal Document Review (2018)Empirical Study of Deep Learn…CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction (2018)CAIL2018: A Large-Scale Legal…Predicting the Law Area and Decisions of French Supreme Court Cases (2017)Predicting the Law Area and D…Learning to Predict Charges for Criminal Cases with Legal Basis (2017)Learning to Predict Charges f…Exploring the Use of Text Classification in the Legal Domain (2017)Exploring the Use of Text Cla…A general approach for predicting the behavior of the Supreme Court of the United States (2017)A general approach for predic…Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective (2016)Predicting judicial decisions…Predicting associated statutes for legal problems (2014)Predicting associated statute…Exploiting Machine Learning Models for Chinese Legal Documents Labeling, Case Classification, and Sentencing Prediction (2012)Exploiting Machine Learning M…Argumentation mining (2009)Argumentation miningExtractive summarisation of legal texts (2007)Extractive summarisation of l…Predicting Brazilian Court Decisions (2022)Predicting Brazilian Court De…Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark (2021)Swiss-Judgment-Prediction: A …Content Analysis: An Introduction to its Methodology. (1984)Genre analysis : English in academic and research settings. By John M. Swales (Cambridge applied linguistics series.) Cambridge & New York: Cambridge University Press, 1990. Pp. 260. Cloth $34.50, paper $15.95. (1993)A Comparative Study of Summarization Algorithms Applied to Legal Case Judgments (2019)Content Analysis: An Introduction to Its Methodology (2019)Rhetorical Structure Theory: Toward a functional theory of text organization (1988)English verb classes and alternations : a preliminaryinvestigation (1993)The Uses of Argument (2003)A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law (2012)A comparative study of automated legal text classification using random forests and deep learning (2021)The Selection of Disputes for Litigation (1984)The Supreme Court and the Attitudinal Model Revisited (2002)Gender identity and lexical variation in social media (2014)Using machine learning to predict decisions of the European Court of Human Rights (2019)How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence (2020)Predicting Dark Triad Personality Traits from Twitter Usage and a Linguistic Analysis of Tweets (2012)Natural language processing in law: Prediction of outcomes in the higher courts of Turkey (2021)Legal Judgment Prediction via Event Extraction with Constraints (2022)Predicting Supreme Court Cases Probabilistically: The Search and Seizure Cases, 1962-1981 (1984)Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction (2020)ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation (2021)Dynamic Ideal Point Estimation via Markov Chain Monte Carlo for the U.S. Supreme Court, 1953–1999 (2002)Online Learning and Online Convex Optimization (2012)Distinguish Confusing Law Articles for Legal Judgment Prediction (2020)Lawformer: A pre-trained language model for Chinese legal long documents (2021)Neural Legal Judgment Prediction in English (2019)LexGLUE: A Benchmark Dataset for Legal Language Understanding in English (2022)LexGLUE: A Benchmark Dataset for Legal Language Understanding in English (2021)A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges (2023)
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References

  • 2016Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective812 cited
  • 2017A general approach for predicting the behavior of the Supreme Court of the United States530 cited
  • 2018Legal Judgment Prediction via Topological Learning370 cited
  • 2017Learning to Predict Charges for Criminal Cases with Legal Basis328 cited
  • 2009Argumentation mining321 cited
  • 2018CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction185 cited
  • 2007Extractive summarisation of legal texts152 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
  • 2017Predicting the Law Area and Decisions of French Supreme Court Cases114 cited
  • 2018Empirical Study of Deep Learning for Text Classification in Legal Document Review103 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

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  • 2022Predicting Brazilian Court Decisions60 cited
  • 2021Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark59 cited