Topic Modelling Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary Judgment

1 code implementation • 21 May 2024 • Holli Sargeant, Ahmed Izzidien, Felix Steffek

This paper addresses a critical gap in legal analytics by developing and applying a novel taxonomy for topic modelling summary judgment cases in the United Kingdom.

Language Modelling Large Language Model

LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset

1 code implementation • 4 Mar 2024 • Ahmed Izzidien, Holli Sargeant, Felix Steffek

We use the Cambridge Law Corpus of 356, 011 UK court decisions and determine that the large language model achieves a weighted F1 score of 0. 94 versus 0. 78 for keywords.

Language Modelling Large Language Model

When Should Algorithms Resign?

no code implementations • 28 Feb 2024 • Umang Bhatt, Holli Sargeant

This paper discusses algorithmic resignation, a strategic approach for managing the use of AI systems within organizations.

The Cambridge Law Corpus: A Dataset for Legal AI Research

no code implementations • NeurIPS 2023 • Andreas Östling, Holli Sargeant, Huiyuan Xie, Ludwig Bull, Alexander Terenin, Leif Jonsson, Måns Magnusson, Felix Steffek

We introduce the Cambridge Law Corpus (CLC), a dataset for legal AI research.