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Social and Behavioral Sciences Commons

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Full-Text Articles in Social and Behavioral Sciences

The Unreasonable Effectiveness Of Large Language Models In Zero-Shot Semantic Annotation Of Legal Texts, Jaromir Savelka, Kevin D. Ashley Nov 2023

The Unreasonable Effectiveness Of Large Language Models In Zero-Shot Semantic Annotation Of Legal Texts, Jaromir Savelka, Kevin D. Ashley

Articles

The emergence of ChatGPT has sensitized the general public, including the legal profession, to large language models' (LLMs) potential uses (e.g., document drafting, question answering, and summarization). Although recent studies have shown how well the technology performs in diverse semantic annotation tasks focused on legal texts, an influx of newer, more capable (GPT-4) or cost-effective (GPT-3.5-turbo) models requires another analysis. This paper addresses recent developments in the ability of LLMs to semantically annotate legal texts in zero-shot learning settings. Given the transition to mature generative AI systems, we examine the performance of GPT-4 and GPT-3.5-turbo(-16k), comparing it to the previous …


The Futures Of Law, Lawyers, And Law Schools: A Dialogue, Sameer M. Ashar, Benjamin H. Barton, Michael J. Madison, Rachel F. Moran Jan 2023

The Futures Of Law, Lawyers, And Law Schools: A Dialogue, Sameer M. Ashar, Benjamin H. Barton, Michael J. Madison, Rachel F. Moran

Articles

On April 19 and 20, 2023, Professors Bernard Hibbitts and Richard Weisberg convened a conference at the University of Pittsburgh School of Law titled “Disarmed, Distracted, Disconnected, and Distressed: Modern Legal Education and the Unmaking of American Lawyers.” Four speakers concluded the event with a spirited conversation about themes expressed during the proceedings. Distilling a lively two days, they asked: what are the most critical challenges now facing US legal education and, by extension, lawyers and the communities they serve? Their agreements and disagreements were striking, so much so that Professors Hibbitts and Weisberg invited those four to extend their …


Introduction To A Festschrift Honoring Professor Rhonda Wasserman, Deborah L. Brake Jan 2023

Introduction To A Festschrift Honoring Professor Rhonda Wasserman, Deborah L. Brake

Articles

Rhonda Wasserman joined the faculty of the University of Pittsburgh School of Law in 1986, after graduating from Yale Law School and practicing law in New York City for three years. She has been a powerhouse on the Pitt Law faculty for three and a half decades. In that time, she served in many roles, including Associate Dean for Academic Affairs and, outside the law school, Reporter to the Local Rules Committee of the United States District Court for the Western District of Pennsylvania. She has been recognized with numerous titles and honors, such as John E. Murray Faculty Scholar, …