Legal Minds, Algorithmic Decisions: How LLMs Apply Constitutional Principles in Complex Scenarios

C Bignotti, C Camassa - Proceedings of the AAAI/ACM Conference on …, 2024 - ojs.aaai.org
In this paper, we conduct an empirical analysis of how large language models (LLMs),
specifically GPT-4, interpret constitutional principles in complex decision-making scenarios …

Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval

HL Nguyen, TM Nguyen, DM Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
Statutory law retrieval is a typical problem in legal language processing, that has various
practical applications in law engineering. Modern deep learning-based retrieval methods …

Design, Validation, and Risk Assessment of LLM-Based Generative AI Systems Operating in the Legal Sector

E Buchicchio, A De Angelis, A Moschitta… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) are increasingly capable of supporting user decisions and
performing various tasks autonomously in a wide range of professional domains, including …

Extractive Summarization of Indian Legal Judgments: Bridging NLP and Generative AI for Socially Responsible Content Generation

P Prabhakar, PB Pati - Generative AI: Current Trends and Applications, 2024 - Springer
In recent years, the fields of Natural Language Processing (NLP) and Generative Artificial
Intelligence (AI) have seen significant advancements, particularly in the domain of legal text …