OOIR: Observatory of International Research

Papers

(The TQCC of Artificial Intelligence and Law is 6. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Legal requirements on explainability in machine learning	67
Scalable and explainable legal prediction	39
Preserving the rule of law in the era of artificial intelligence (AI)	31
Unsupervised approaches for measuring textual similarity between legal court case reports	28
Artificial intelligence as law	27
A review of predictive policing from the perspective of fairness	26
Rethinking the field of automatic prediction of court decisions	26
Evaluating causes of algorithmic bias in juvenile criminal recidivism	22
DeepRhole: deep learning for rhetorical role labeling of sentences in legal case documents	21
Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code	19
Administrative due process when using automated decision-making in public administration: some notes from a Finnish perspective	16
Perceptions of Justice By Algorithms	15
Thirty years of artificial intelligence and law: the third decade	14
The linked legal data landscape: linking legal data across different countries	14
The potential of an artificial intelligence (AI) application for the tax administration system’s modernization: the case of Indonesia	13
Logical English meets legal English for swaps and derivatives	12
Symbiosis with artificial intelligence via the prism of law, robots, and society	12
A formal analysis of some factor- and precedent-based accounts of precedential constraint	10
PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments	10
Two-layered fuzzy logic-based model for predicting court decisions in construction contract disputes	10
Compliance-aware engineering process plans: the case of space software engineering processes	9
Populating legal ontologies using semantic role labeling	8
Thirty years of Artificial Intelligence and Law: the first decade	8
Legal information retrieval for understanding statutory terms	8
Thirty years of Artificial Intelligence and Law: the second decade	8

Detecting and explaining unfairness in consumer contracts through memory networks	8
The winter, the summer and the summer dream of artificial intelligence in law	8
Resolving counterintuitive consequences in law using legal debugging	8
A sequence labeling model for catchphrase identification from legal case documents	7
Modifying the reason model	7
Attentive deep neural networks for legal document retrieval	7
A sentence is known by the company it keeps: Improving Legal Document Summarization Using Deep Clustering	6
Contract as automaton: representing a simple financial agreement in computational form	6
Black is the new orange: how to determine AI liability	6
Smart criminal justice: exploring the use of algorithms in the Swiss criminal justice system	6
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model	6
Improving abstractive summarization of legal rulings through textual entailment	6