OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence and Law is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Preserving the rule of law in the era of artificial intelligence (AI)	43
A review of predictive policing from the perspective of fairness	36
Rethinking the field of automatic prediction of court decisions	30
Unsupervised approaches for measuring textual similarity between legal court case reports	30
DeepRhole: deep learning for rhetorical role labeling of sentences in legal case documents	27
The potential of an artificial intelligence (AI) application for the tax administration system’s modernization: the case of Indonesia	22
Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code	22
Thirty years of artificial intelligence and law: the third decade	19
Perceptions of Justice By Algorithms	19
Symbiosis with artificial intelligence via the prism of law, robots, and society	17
The linked legal data landscape: linking legal data across different countries	15
Two-layered fuzzy logic-based model for predicting court decisions in construction contract disputes	14
A formal analysis of some factor- and precedent-based accounts of precedential constraint	13
Logical English meets legal English for swaps and derivatives	13
Improving abstractive summarization of legal rulings through textual entailment	13
PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments	12
Detecting and explaining unfairness in consumer contracts through memory networks	12
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model	12
Thirty years of Artificial Intelligence and Law: the first decade	11
The winter, the summer and the summer dream of artificial intelligence in law	11
Compliance-aware engineering process plans: the case of space software engineering processes	11
Thirty years of Artificial Intelligence and Law: the second decade	11
Smart criminal justice: exploring the use of algorithms in the Swiss criminal justice system	10
Black is the new orange: how to determine AI liability	10
Legal information retrieval for understanding statutory terms	10

The black box problem revisited. Real and imaginary challenges for automated legal decision making	10
Attentive deep neural networks for legal document retrieval	9
Modifying the reason model	9
A sequence labeling model for catchphrase identification from legal case documents	8
Resolving counterintuitive consequences in law using legal debugging	8
A sentence is known by the company it keeps: Improving Legal Document Summarization Using Deep Clustering	8
Patterns for legal compliance checking in a decidable framework of linked open data	8
Ensemble methods for improving extractive summarization of legal case judgements	8
Algorithms in the court: does it matter which part of the judicial decision-making is automated?	8
Mining legal arguments in court decisions	7
Contract as automaton: representing a simple financial agreement in computational form	7
Semantic matching based legal information retrieval system for COVID-19 pandemic	7
The use of AI in legal systems: determining independent contractor vs. employee status	7