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 …

Large language models (LLMs) have made significant progress in natural language
processing tasks and demonstrate considerable potential in the legal domain. However …

Legal document retrieval and judgment prediction are crucial tasks in intelligent legal
systems. In practice, determining whether two documents share the same judgments is …

Abstract Legal Case Retrieval (LCR) plays a significant role in ensuring judicial justice in
various legal systems and has recently received increasing attention in Information Retrieval …

Recent research demonstrates the effectiveness of using pre-trained language models for
legal case retrieval. Most of the existing works focus on improving the representation ability …

This research conducted a Systematic Literature Review (SLR) to observe the application of
graph mining techniques in detecting document law similarities. Graph mining, where nodes …

Similar case retrieval (SCR) is a representative legal AI application that plays a pivotal role
in promoting judicial fairness. However, existing SCR datasets only focus on the fact …

Legal case retrieval has received considerable attention in the last decade. As more and
more legal documents are collected and stored in digital form, the need for efficient and …

As information retrieval systems continue to evolve, accurate evaluation and benchmarking
of these systems become pivotal. Web search datasets, such as MS MARCO, primarily …

Legal retrieval techniques play an important role in preserving the fairness and equality of
the judicial system. As an annually well-known international competition, COLIEE aims to …