How does NLP benefit legal system: A summary of legal artificial intelligence
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
[HTML][HTML] TaSbeeb: A judicial decision support system based on deep learning framework
HA Almuzaini, AM Azmi - Journal of King Saud University-Computer and …, 2023 - Elsevier
Since the early 1980s, the legal domain has shown a growing interest in Artificial
Intelligence approaches to tackle the increasing number of cases worldwide. TaSbeeb is a …
Intelligence approaches to tackle the increasing number of cases worldwide. TaSbeeb is a …
Cail2019-scm: A dataset of similar case matching in legal domain
In this paper, we introduce CAIL2019-SCM, Chinese AI and Law 2019 Similar Case
Matching dataset. CAIL2019-SCM contains 8,964 triplets of cases published by the …
Matching dataset. CAIL2019-SCM contains 8,964 triplets of cases published by the …
Factoring statutory reasoning as language understanding challenges
N Holzenberger, B Van Durme - arXiv preprint arXiv:2105.07903, 2021 - arxiv.org
Statutory reasoning is the task of determining whether a legal statute, stated in natural
language, applies to the text description of a case. Prior work introduced a resource that …
language, applies to the text description of a case. Prior work introduced a resource that …
AI-powered decision-making in facilitating insurance claim dispute resolution
Abstract Leveraging Artificial Intelligence (AI) techniques to empower decision-making can
promote social welfare by generating significant cost savings and promoting efficient …
promote social welfare by generating significant cost savings and promoting efficient …
Extracting outcomes from appellate decisions in US State Courts
Predicting the outcome of a legal process has recently gained considerable research
attention. Numerous attempts have been made to predict the exact outcome, judgment …
attention. Numerous attempts have been made to predict the exact outcome, judgment …
Performance in the courtroom: Automated processing and visualization of appeal court decisions in france
Artificial Intelligence techniques are already popular and important in the legal domain. We
extract legal indicators from judicial judgment to decrease the asymmetry of information of …
extract legal indicators from judicial judgment to decrease the asymmetry of information of …
Case-level prediction of motion outcomes in civil litigation
Lawyers regularly predict court outcomes to make strategic decisions, including when, if at
all, to sue or settle, what to argue, and how to reduce their clients' liability risk. Yet, lawyer …
all, to sue or settle, what to argue, and how to reduce their clients' liability risk. Yet, lawyer …
Empowering LLMs for Long-Text Information Extraction in Chinese Legal Documents
Existing large language models (LLMs) in the legal domain typically only handle text within
a limited context window size, making it challenging to fully meet the requirements of long …
a limited context window size, making it challenging to fully meet the requirements of long …
Integrating domain knowledge in ai-assisted criminal sentencing of drug trafficking cases
Judgment prediction is the task of predicting various outcomes of legal cases of which
sentencing prediction is one of the most important yet difficult challenges. We study the …
sentencing prediction is one of the most important yet difficult challenges. We study the …