Incorporating structural information into legal case retrieval
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 …
to ad hoc retrieval tasks, legal case retrieval has its unique challenges. First, case …
On the effectiveness of pre-trained language models for legal natural language processing: An empirical study
We present the first comprehensive empirical evaluation of pre-trained language models
(PLMs) for legal natural language processing (NLP) in order to examine their effectiveness …
(PLMs) for legal natural language processing (NLP) in order to examine their effectiveness …
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals
Statute retrieval aims to find relevant statutory articles for specific queries. This process is the
basis of a wide range of legal applications such as legal advice, automated judicial …
basis of a wide range of legal applications such as legal advice, automated judicial …
[HTML][HTML] Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court
The importance of legal precedents in ensuring consistent jurisprudence is undisputed.
Particularly in jurisdictions following the Common law, but even in Civil law systems …
Particularly in jurisdictions following the Common law, but even in Civil law systems …
Software engineering methods for ai-driven deductive legal reasoning
R Padhye - Proceedings of the 2024 ACM SIGPLAN International …, 2024 - dl.acm.org
The recent proliferation of generative artificial intelligence (AI) technologies such as pre-
trained large language models (LLMs) has opened up new frontiers in computational law …
trained large language models (LLMs) has opened up new frontiers in computational law …
A summary of the alqac 2021 competition
We summarize the evaluation of the first Automated Legal Question Answering Competition
(ALQAC 2021). The competition this year contains three tasks, which aims at processing the …
(ALQAC 2021). The competition this year contains three tasks, which aims at processing the …
DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment
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 …
legal case retrieval. Most of the existing works focus on improving the representation ability …
Legal textual entailment using ensemble of rule-based and bert-based method with data augmentation by related article generation
M Fujita, T Onaga, A Ueyama, Y Kano - JSAI International Symposium on …, 2022 - Springer
We report our system architecture of COLIEE 2022 Task 4, which challenges to solve the
textual entailment part of the Japanese legal bar examination problems. We successfully …
textual entailment part of the Japanese legal bar examination problems. We successfully …
Alqac 2022: A summary of the competition
This paper summarizes the second Automated Legal Question Answering Competition
(ALQAC 2022). ALQAC aims to tackle the tasks of legal text processing for low-resource …
(ALQAC 2022). ALQAC aims to tackle the tasks of legal text processing for low-resource …
Retrieve–Revise–Refine: A novel framework for retrieval of concise entailing legal article set
The retrieval of entailing legal article sets aims to identify a concise set of legal articles that
holds an entailment relationship with a legal query or its negation. Unlike traditional …
holds an entailment relationship with a legal query or its negation. Unlike traditional …