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

Automatic Information Extraction From Employment Tribunal Judgements Using Large Language Models

no code implementations • 19 Mar 2024 • Joana Ribeiro de Faria, Huiyuan Xie, Felix Steffek

Court transcripts and judgments are rich repositories of legal knowledge, detailing the intricacies of cases and the rationale behind judicial decisions.

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

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.