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 …

[HTML][HTML] Lawformer: A pre-trained language model for chinese legal long documents

C Xiao, X Hu, Z Liu, C Tu, M Sun - AI Open, 2021 - Elsevier
Legal artificial intelligence (LegalAI) aims to benefit legal systems with the technology of
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …

Disc-lawllm: Fine-tuning large language models for intelligent legal services

S Yue, W Chen, S Wang, B Li, C Shen, S Liu… - arXiv preprint arXiv …, 2023 - arxiv.org
We propose DISC-LawLLM, an intelligent legal system utilizing large language models
(LLMs) to provide a wide range of legal services. We adopt legal syllogism prompting …

Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models

N Guha, J Nyarko, D Ho, C Ré… - Advances in …, 2024 - proceedings.neurips.cc
The advent of large language models (LLMs) and their adoption by the legal community has
given rise to the question: what types of legal reasoning can LLMs perform? To enable …

Large language models in law: A survey

J Lai, W Gan, J Wu, Z Qi, PS Yu - arXiv preprint arXiv:2312.03718, 2023 - arxiv.org
The advent of artificial intelligence (AI) has significantly impacted the traditional judicial
industry. Moreover, recently, with the development of AI-generated content (AIGC), AI and …

Natural language processing in the legal domain

DM Katz, D Hartung, L Gerlach, A Jana… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, we summarize the current state of the field of NLP & Law with a specific focus
on recent technical and substantive developments. To support our analysis, we construct …

LexGLUE: A benchmark dataset for legal language understanding in English

I Chalkidis, A Jana, D Hartung, M Bommarito… - arXiv preprint arXiv …, 2021 - arxiv.org
Laws and their interpretations, legal arguments and agreements\are typically expressed in
writing, leading to the production of vast corpora of legal text. Their analysis, which is at the …

LexNLP: Natural language processing and information extraction for legal and regulatory texts

MJ Bommarito II, DM Katz… - Research handbook on …, 2021 - elgaronline.com
Over the last two decades, many high-quality, open-source packages for natural language
processing and machine learning have been released. Researchers and developers can …

Semeval 2023 task 6: Legaleval-understanding legal texts

A Modi, P Kalamkar, S Karn, A Tiwari, A Joshi… - arXiv preprint arXiv …, 2023 - arxiv.org
In populous countries, pending legal cases have been growing exponentially. There is a
need for developing NLP-based techniques for processing and automatically understanding …

A short survey of viewing large language models in legal aspect

Z Sun - arXiv preprint arXiv:2303.09136, 2023 - arxiv.org
Large language models (LLMs) have transformed many fields, including natural language
processing, computer vision, and reinforcement learning. These models have also made a …