Bringing order into the realm of Transformer-based language models for artificial intelligence and law
CM Greco, A Tagarelli - Artificial Intelligence and Law, 2024 - Springer
Transformer-based language models (TLMs) have widely been recognized to be a cutting-
edge technology for the successful development of deep-learning-based solutions to …
edge technology for the successful development of deep-learning-based solutions to …
[HTML][HTML] Lawformer: A pre-trained language model for chinese legal long documents
Legal artificial intelligence (LegalAI) aims to benefit legal systems with the technology of
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
SAILER: structure-aware pre-trained language model for legal case retrieval
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 …
the intelligent legal system. Despite the success that pre-training has achieved in ad-hoc …
[HTML][HTML] Innovating patent retrieval: a comprehensive review of techniques, trends, and challenges in prior art searches
As the patent landscape continues to grow, so does the complexity of retrieving relevant
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
Legal information retrieval systems: State-of-the-art and open issues
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 …
Communication Technologies, producing large amount of digital information. Legal …
Lecardv2: A large-scale chinese legal case retrieval dataset
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 …
role in ensuring judicial justice and fairness. However, the development of legal case …
Explainable legal case matching via inverse optimal transport-based rationale extraction
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 …
intelligent legal systems. This task has a high demand on the explainability of matching …
Query generation and buffer mechanism: Towards a better conversational agent for legal case retrieval
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 …
can improve users' search experience. In practice, a suitable workflow can provide …
Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code
A Tagarelli, A Simeri - Artificial Intelligence and Law, 2022 - Springer
Modeling law search and retrieval as prediction problems has recently emerged as a
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
Legal case document similarity: You need both network and text
Estimating the similarity between two legal case documents is an important and challenging
problem, having various downstream applications such as prior-case retrieval and citation …
problem, having various downstream applications such as prior-case retrieval and citation …