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...
Leveraging large language models, our approach enhances the understanding and interpretation of legal language, by extracting nuanced features from legal texts for deeper contextual comprehension. Additionally, integrating causal learning aligns with the inherent causality in legal reasoning, improving model ...
AI research has matured from investigating the structure of the domain and the need for heuristics with the help of increasingly intelligent technologies, such as Expert Systems (ES), Machine Learning (ML), Deep Learning (DL) and today, Large Language Models (LLMs). First, scientists (such as...
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...
Foundation models were strong at reasoning, but lacked the knowledge required for legal work. So, Harvey decided to partner with OpenAI to build a custom-trained model that would allow them to inject new knowledge, and ways of reasoning about that knowledge, into base models. ...
32. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models Guha, Neel; Nyarko, Julian; Ho, Daniel E.; Ré, Christopher; Chilton, Adam; Narayana, Aditya; Chohlas-Wood, Alex; Peters, Austin; Waldon, Brandon; Rockmore, Daniel N.; Zambrano, Diego...
The basis of the Court's reasoning is that a criminal sentence that prevents a person from any prospect of parole during their lifetime offends their human dignity. Human dignity, in the Court's view, is central to the protection of section 12 of the Charter. In this paper, I examine ...
DISC-LawLLM, an intelligent legal system utilizing large language models (LLMs) to provide a wide range of legal services - Septorange/DISC-LawLLM
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...