Artificial intelligence (AI) has made significant strides in various fields, but its application in the legal domain has been relatively limited. Traditional AI systems often lack the depth and adaptability required for complex legal reasoning. The emergence of artificial consciousness (AC)—AI systems...
Compared to earlier methods based on deep learning and machine reading comprehension, the generative element recognition approach using large language models (LLMs) holds greater potential for complex reasoning. However, the current performance of judicial LLMs on these fundamental tasks remains suboptimal...
We choose this area of law because it has a structure that allows us to set up automated validation pipelines across thousands of examples, requires logical reasoning and maths skills, and enables us to test LLM capabilities in a manner relevant to real-world economic lives of citizens and ...
Providing Justifications for Outputs: To enhance transparency, designers should give users insight into the reasoning behind AI outputs. This could involve revealing the AI’s ‘chain of thought,’ showing the source materials used to generate the output, or displaying the model’s confidence levels....
The official repo of the paper "Enabling Discriminative Reasoning in Large Language Models for Legal Judgment Prediction" - ChenlongDeng/ADAPT
Performance: Excels in general Chinese tasks but requires a larger model for complex legal QA. ChatLaw-33B Demo Version: Utilizes the Anima-33B model. Enhancements: Improved logical reasoning over the 13B version. Challenge: Occasionally defaults to English responses due to limited Chinese training ...
In this work, we release Lawformer, which is pre-trained on large-scale Chinese legal long case documents. Lawformer is a Longformer-based (Beltagy et al., 2020) language model, which can encode documents with thousands of tokens. Instead of employing the standard full self-attention, we co...
16 L. Ed. 2d 908 (1966), that a routine blood alcohol test is not a substantial intrusion into one's bodily integrity. Reasoning by analogy, most courts have held that a blood test for AIDS, where necessary to further an important government interest in the health and safety of the vict...
This essay examines the ways in which pre-modern Muslim jurists adapted their legal methods to accommodate the complexity of the act of listening to music. I classify those methods from the least to the most inclusive of underlying notions of moral value
The transformation of the logical model into a physical database provides a better understanding of the model at a conceptual level, while revealing its strengths and limitations. Over the years, a large number of projects have been conducted—mostly within the academic discourse, but also in ...