How does NLP benefit legal system: A summary of legal artificial intelligence

H Zhong, C Xiao, C Tu, T Zhang, Z Liu… - arXiv preprint arXiv …, 2020 - arxiv.org
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …

[PDF][PDF] BERT-PLI: Modeling paragraph-level interactions for legal case retrieval.

Y Shao, J Mao, Y Liu, W Ma, K Satoh, M Zhang, S Ma - IJCAI, 2020 - ijcai.org
Legal case retrieval is a specialized IR task that involves retrieving supporting cases given a
query case. Compared with traditional ad-hoc text retrieval, the legal case retrieval task is …

Legal information retrieval systems: State-of-the-art and open issues

C Sansone, G Sperlí - Information Systems, 2022 - Elsevier
In the last years, the legal domain has been revolutionized by the use of Information and
Communication Technologies, producing large amount of digital information. Legal …

LeCaRD: a legal case retrieval dataset for Chinese law system

Y Ma, Y Shao, Y Wu, Y Liu, R Zhang… - Proceedings of the 44th …, 2021 - dl.acm.org
Legal case retrieval is of vital importance for ensuring justice in different kinds of law
systems and has recently received increasing attention in information retrieval (IR) research …

Query generation and buffer mechanism: Towards a better conversational agent for legal case retrieval

B Liu, Y Wu, F Zhang, Y Liu, Z Wang, C Li… - Information Processing …, 2022 - Elsevier
In legal case retrieval, existing work has shown that human-mediated conversational search
can improve users' search experience. In practice, a suitable workflow can provide …

A systematic review of multidimensional relevance estimation in information retrieval

G Peikos, G Pasi - Wiley Interdisciplinary Reviews: Data Mining …, 2024 - Wiley Online Library
In information retrieval, relevance is perceived as a multidimensional and dynamic concept
influenced by user, task, and domain factors. Relying on this perspective, researchers have …

Understanding relevance judgments in legal case retrieval

Y Shao, Y Wu, Y Liu, J Mao, S Ma - ACM Transactions on Information …, 2023 - dl.acm.org
Legal case retrieval, which aims to retrieve relevant cases given a query case, has drawn
increasing research attention in recent years. While much research has worked on …

Incorporating structural information into legal case retrieval

Y Ma, Y Wu, Q Ai, Y Liu, Y Shao, M Zhang… - ACM Transactions on …, 2023 - dl.acm.org
Legal case retrieval has received increasing attention in recent years. However, compared
to ad hoc retrieval tasks, legal case retrieval has its unique challenges. First, case …

LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset

H Li, Y Shao, Y Wu, Q Ai, Y Ma, Y Liu - Proceedings of the 47th …, 2024 - dl.acm.org
As an important component of intelligent legal systems, legal case retrieval plays a critical
role in ensuring judicial justice and fairness. However, the development of legal case …

SM-BERT-CR: a deep learning approach for case law retrieval with supporting model

YTH Vuong, QM Bui, HT Nguyen, TTT Nguyen… - Artificial Intelligence and …, 2023 - Springer
Case law retrieval is the task of locating truly relevant legal cases given an input query case.
Unlike information retrieval for general texts, this task is more complex with two phases …