Automatic Information Extraction From Employment Tribunal Judgements Using Large Language Models

arXiv:2403.12936v1 Announce Type: new
Abstract: Court transcripts and judgments are rich repositories of legal knowledge, detailing the intricacies of cases and the rationale behind judicial decisions. The extraction of key information from these documents provides a concise overview of a case, crucial for both legal experts and the public. With the advent of large language models (LLMs), automatic information extraction has become increasingly feasible and efficient. This paper presents a comprehensive study on the application of GPT-4, a large language …

abstract arxiv case cases court cs.ai cs.cl decisions documents employment experts extraction information information extraction key knowledge language language models large language large language models legal overview public repositories transcripts type