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Michael Livermore

2 accepted papers

2025

Lawma: The Power of Specialization for Legal Annotation

ICLR 2025poster

Annotation and classification of legal text are central components of empirical legal research. Traditionally, these tasks are often delegated to trained research assistants. Motivated by the advances in language modeling, empirical legal scholars are increasingly turning to commercial models, hopin…

2023

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

NeurIPS 2023poster

The advent of large language models (LLMs) and their adoption by the legal community has given rise to the question: what types of legal reasoning can LLMs perform? To enable greater study of this question, we present LegalBench: a collaboratively constructed legal reasoning benchmark consisting of…