SAILER: structure-aware pre-trained language model for legal case retrieval

H Li, Q Ai, J Chen, Q Dong, Y Wu, Y Liu… - Proceedings of the 46th …, 2023 - dl.acm.org
Legal case retrieval, which aims to find relevant cases for a query case, plays a core role in
the intelligent legal system. Despite the success that pre-training has achieved in ad-hoc …

[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 ontologies over time: A systematic mapping study

CM de Oliveira Rodrigues, FLG de Freitas… - Expert Systems with …, 2019 - Elsevier
Over the last 30 years, AI & Law has provided breakthroughs in studies involving case-
based reasoning, rule-based reasoning, information retrieval and, most recently, conceptual …

Explainable legal case matching via inverse optimal transport-based rationale extraction

W Yu, Z Sun, J Xu, Z Dong, X Chen, H Xu… - Proceedings of the 45th …, 2022 - dl.acm.org
As an essential operation of legal retrieval, legal case matching plays a central role in
intelligent legal systems. This task has a high demand on the explainability of matching …

On the concept of relevance in legal information retrieval

M Van Opijnen, C Santos - Artificial Intelligence and Law, 2017 - Springer
The concept of 'relevance'is crucial to legal information retrieval, but because of its intuitive
understanding it goes undefined too easily and unexplored too often. We discuss a …

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 survey of research on data analytics-based legal tech

SH Park, DG Lee, JS Park, JW Kim - Sustainability, 2021 - mdpi.com
Data analytics provides important tools and methods for processing the data generated
during legal services. This paper aims to provide a systematic survey of the research papers …

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 …

Building legal case retrieval systems with lexical matching and summarization using a pre-trained phrase scoring model

V Tran, ML Nguyen, K Satoh - Proceedings of the seventeenth …, 2019 - dl.acm.org
We present our method for tackling the legal case retrieval task of the Competition on Legal
Information Extraction/Entailment 2019. Our approach is based on the idea that …

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 …