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 2020-05-01 to 2024-05-01.)

Article	Citations
Legal requirements on explainability in machine learning	70
Scalable and explainable legal prediction	40
Preserving the rule of law in the era of artificial intelligence (AI)	34
A review of predictive policing from the perspective of fairness	29
Unsupervised approaches for measuring textual similarity between legal court case reports	28
Rethinking the field of automatic prediction of court decisions	28
Artificial intelligence as law	27
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	20
Administrative due process when using automated decision-making in public administration: some notes from a Finnish perspective	16
Thirty years of artificial intelligence and law: the third decade	15
Perceptions of Justice By Algorithms	15
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
Symbiosis with artificial intelligence via the prism of law, robots, and society	12
Two-layered fuzzy logic-based model for predicting court decisions in construction contract disputes	12
Logical English meets legal English for swaps and derivatives	12
PRILJ: an efficient two-step method based on embedding and clustering for the identification of regularities in legal case judgments	11
A formal analysis of some factor- and precedent-based accounts of precedential constraint	10
Detecting and explaining unfairness in consumer contracts through memory networks	9
Legal information retrieval for understanding statutory terms	9
Compliance-aware engineering process plans: the case of space software engineering processes	9
Thirty years of Artificial Intelligence and Law: the second decade	9
The winter, the summer and the summer dream of artificial intelligence in law	8

Thirty years of Artificial Intelligence and Law: the first decade	8
Populating legal ontologies using semantic role labeling	8
Resolving counterintuitive consequences in law using legal debugging	8
A sequence labeling model for catchphrase identification from legal case documents	7
Improving abstractive summarization of legal rulings through textual entailment	7
Modifying the reason model	7
Attentive deep neural networks for legal document retrieval	7
Contract as automaton: representing a simple financial agreement in computational form	6
A sentence is known by the company it keeps: Improving Legal Document Summarization Using Deep Clustering	6
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model	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