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Social Science and Public Policy

Application of Large Language Models to Legal Texts IG Coding

January 9, 2024 at 12:00pm1:00pm

Virtual (See event details)

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Stanisław Giziński and Bartosz Pieliński of the University of Warsaw will present at the January Institutional Grammar Research Initiative (IGRI) virtual research seminar.

Abstract:

This presentation focuses on the innovative application of Large Language Models (LLMs) to Institutional Grammar (IG) coding. It will provide a brief overview of LLMs, highlighting their potential as a solution for IG coding challenges. This presentation will argue for integrating LLMs in this domain by showing the current landscape of IG research, marked by diverse implementation strategies and a lack of standardized IG-code legal text corpus. Specifically, the utilization of the few-shot approach will be explored. In this method, LLMs are conditioned with a minimal set of IG-coded examples sufficient for the automated coding of legal documents. This approach will be evaluated using a selection of international conventions related to cultural heritage, climate change, and wildlife protection.

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This event was first published on January 3, 2024 and last updated on January 4, 2024.


Event Details