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Predicting Decisions of the Philippine Supreme Court Using Natural Language Processing and Machine Learning
7 references·2 citing·36 second hop
Predicting Decisions of the Philippine Supreme Court Using Natural Language Processing and Machine Learning (2018)Predicting Decisions of the Philippine Su…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…Friends with Motives: Using Text to Infer Influence on SCOTUS (2016)Friends with Motives: Using T…A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law (2012)A history of AI and Law in 50…Competing Approaches to Predicting Supreme Court Decision Making (2004)Competing Approaches to Predi…Predicting outcomes of case based legal arguments (2003)Predicting outcomes of case b…AI and Law: A fruitful synergy (2003)AI and Law: A fruitful synergyPredicting Brazilian Court Decisions (2022)Predicting Brazilian Court De…Gender bias in legal corpora and debiasing it (2022)Gender bias in legal corpora …Modeling Legal Argument: Reasoning with Cases and Hypotheticals (1991)Teaching case-based argumentation through a model and examples (1997)Using background knowledge in case-based legal reasoning: A computational model and an intelligent learning environment (2003)A factor-based definition of precedential constraint (2012)Scalable and explainable legal prediction (2020)Explainable AI tools for legal reasoning about cases: A study on the European Court of Human Rights (2023)A Treatise of Human Nature (1739)Dilemmas in a general theory of planning (1973)The Uses of Argument (2003)The Creation and Analysis of a Website Privacy Policy Corpus (2016)Natural language processing in law: Prediction of outcomes in the higher courts of Turkey (2021)Exploring LLMs Applications in Law: A Literature Review on Current Legal NLP Approaches (2025)The Logic of Inductive Inference (1935)Why the “Haves” Come Out Ahead: Speculations on the Limits of Legal Change (1974)Dynamic Ideal Point Estimation via Markov Chain Monte Carlo for the U.S. Supreme Court, 1953–1999 (2002)Improving Predictions using Ensemble Bayesian Model Averaging (2012)Trusting Judgements: How to Get the Best out of Experts (2015)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)Conditional logit analysis of qualitative choice behavior (1972)Automobile Prices in Market Equilibrium (1995)What Drives Media Slant? Evidence From U.S. Daily Newspapers (2010)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Online Learning and Online Convex Optimization (2012)Legal Judgment Prediction via Topological Learning (2018)LexGLUE: A Benchmark Dataset for Legal Language Understanding in English (2022)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Semantics derived automatically from language corpora contain human-like biases (2017)Mitigating Unwanted Biases with Adversarial Learning (2018)Measuring and Mitigating Gender Bias in Legal Contextualized Language Models (2023)Converging technologies and the natural, social and cultural world (2004)Adopting robot lawyer? The extending artificial intelligence robot lawyer technology acceptance model for legal industry by an exploratory study (2019)Technology Acceptance Model for Lawyer Robots with AI: A Quantitative Survey (2022)
this work references cited by second hop

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
  • 2012A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law168 cited
  • 2003AI and Law: A fruitful synergy135 cited
  • 2004Competing Approaches to Predicting Supreme Court Decision Making133 cited
  • 2003Predicting outcomes of case based legal arguments130 cited
  • 2016Friends with Motives: Using Text to Infer Influence on SCOTUS15 cited

Cited by

  • 2022Predicting Brazilian Court Decisions60 cited
  • 2022Gender bias in legal corpora and debiasing it16 cited

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