Results 41 to 50 of about 307,456 (95)

Automating Legal Research through Data Mining [PDF]

International Journal of Advanced Computer Science and Applications (IJACSA) Vol. 1, No 6, December 2010, pp. 9-16, 2012
The term legal research generally refers to the process of identifying and retrieving appropriate information necessary to support legal decision making from past case records. At present, the process is mostly manual, but some traditional technologies such as keyword searching are commonly used to speed the process up.
arxiv  

Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings [PDF]

arXiv
Limited public understanding of legal processes and inconsistent verdicts in the Indonesian court system led to widespread dissatisfaction and increased stress on judges. This study addresses these issues by developing a deep learning-based predictive system for court sentence lengths. Our hybrid model, combining CNN and BiLSTM with attention mechanism,
arxiv  

"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law [PDF]

arXiv
This study delves into gender classification systems, shedding light on the interaction between social stereotypes and algorithmic determinations. Drawing on the "averageness theory," which suggests a relationship between a face's attractiveness and the human ability to ascertain its gender, we explore the potential propagation of human bias into ...
arxiv  

Do Not Trust Licenses You See: Dataset Compliance Requires Massive-Scale AI-Powered Lifecycle Tracing [PDF]

arXiv
This paper argues that a dataset's legal risk cannot be accurately assessed by its license terms alone; instead, tracking dataset redistribution and its full lifecycle is essential. However, this process is too complex for legal experts to handle manually at scale.
arxiv  

Transformer-Based Extraction of Statutory Definitions from the U.S. Code [PDF]

arXiv
Automatic extraction of definitions from legal texts is critical for enhancing the comprehension and clarity of complex legal corpora such as the United States Code (U.S.C.). We present an advanced NLP system leveraging transformer-based architectures to automatically extract defined terms, their definitions, and their scope from the U.S.C.
arxiv  

A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers [PDF]

arXiv
With the recent surge in popularity of Large Language Models (LLMs), there is the rising risk of users blindly trusting the information in the response, even in cases where the LLM recommends actions that have potential legal implications and this may put the user in danger. We provide an empirical analysis on multiple existing LLMs showing the urgency
arxiv  

Support for diversity and the racial status quo in lay and legal samples. [PDF]

Commun Psychol
Starck JG, Brown ND, Hurd K, Plaut V, Tian H, Jacoby-Senghor D.   +5 more
europepmc   +1 more source

A State-Level Examination into Structural Racism and Racialized Disparities in Sexually Transmitted Infections. [PDF]

Spat Demogr
Evans M, Newmyer L.
europepmc   +1 more source

Mothers at the Intersection of Trauma, Addiction, and Involvement with the Criminal Legal System: An Analysis of Multiple Case Studies. [PDF]

Inquiry
Solinas-Saunders M, Petrunich-Rutherford ML, Thomas MD, Brown NR, McElmurry KL, Jones MA, Cognetti AM, Andrews L, Zahabi A.   +8 more
europepmc   +1 more source

Bullying of LGBTQ+ children and adolescents in schools: understanding the phenomenon, consequences, and international standards with a focus on the polish context. [PDF]

Front Psychiatry
Stańczykiewicz B, Senczyszyn A.
europepmc   +1 more source