Datasets for large language models: A comprehensive survey

Y Liu, J Cao, C Liu, K Ding, L ** - ar** literature review
B Padiu, R Iacob, T Rebedea, M Dascalu - Information, 2024 - mdpi.com
Understanding and explaining legal systems is very challenging due to their complex
structure, specialized terminology, and multiple interpretations. Legal AI models are …

Large language models for automated q&a involving legal documents: a survey on algorithms, frameworks and applications

X Yang, Z Wang, Q Wang, K Wei, K Zhang… - International Journal of …, 2024 - emerald.com
Purpose This study aims to adopt a systematic review approach to examine the existing
literature on law and LLMs. It involves analyzing and synthesizing relevant research papers …

PanGu-: Enhancing Language Model Architectures via Nonlinearity Compensation

Y Wang, H Chen, Y Tang, T Guo, K Han, Y Nie… - arxiv preprint arxiv …, 2023 - arxiv.org
The recent trend of large language models (LLMs) is to increase the scale of both model
size (\aka the number of parameters) and dataset to achieve better generative ability, which …

Lexeval: A comprehensive chinese legal benchmark for evaluating large language models

H Li, Y Chen, Q Ai, Y Wu, R Zhang, Y Liu - arxiv preprint arxiv:2409.20288, 2024 - arxiv.org
Large language models (LLMs) have made significant progress in natural language
processing tasks and demonstrate considerable potential in the legal domain. However …

Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models

L Yue, Q Liu, L Zhao, L Wang, W Gao… - Proceedings of the 47th …, 2024 - dl.acm.org
With the development of legal intelligence, Criminal Court View Generation has attracted
much attention as a crucial task of legal intelligence, which aims to generate concise and …

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

ZZ Chen, J Ma, X Zhang, N Hao, A Yan… - arxiv preprint arxiv …, 2024 - arxiv.org
In the fast-evolving domain of artificial intelligence, large language models (LLMs) such as
GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law …

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers

K Huang, F Mo, H Li, Y Li, Y Zhang, W Yi, Y Mao… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid development of Large Language Models (LLMs) demonstrates remarkable
multilingual capabilities in natural language processing, attracting global attention in both …

LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model

Z Zhou, JX Shi, PX Song, XW Yang, YX **… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs), including both proprietary and open-source models, have
showcased remarkable capabilities in addressing a wide range of downstream tasks …

Lawyer GPT: A legal large language model with enhanced domain knowledge and reasoning capabilities

S Yao, Q Ke, Q Wang, K Li, J Hu - Proceedings of the 2024 3rd …, 2024 - dl.acm.org
The emergence of large language models has brought about revolutionary changes in the
field of natural language processing and has shown extraordinary potential in general tasks …