Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement

Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement

27 October 2023

Edward H. Stiglitz

Matthew Wilkens

Papers citing "Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement"

13 / 13 papers shown

Title
Bye-bye, Bluebook? Automating Legal Procedure with Large Language Models Matthew Dahl AILaw ELM 54 0 0 05 May 2025
Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification Allison Koenecke Jed Stiglitz David Mimno Matthew Wilkens AILaw ELM 77 0 0 02 Apr 2025
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation Chu Fei Luo Radin Shayanfar R. Bhambhoria Samuel Dahan Xiaodan Zhu AILaw 31 0 0 04 Oct 2024
Says Who? Effective Zero-Shot Annotation of Focalization Rebecca M. M. Hicke Yuri Bizzoni Pascale Feldkamp R. Kristensen-Mclachlan 61 0 0 17 Sep 2024
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations Robert Wolfe Tanushree Mitra 38 1 0 04 Aug 2024
Automate or Assist? The Role of Computational Models in Identifying Gendered Discourse in US Capital Trial Transcripts Andrea W Wen-Yi Kathryn Adamson Nathalie Greenfield Rachel Goldberg Sandra Babcock David Mimno Allison Koenecke 26 2 0 17 Jul 2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings Robert Wolfe Isaac Slaughter Bin Han Bingbing Wen Yiwei Yang ... Bernease Herman E. Brown Zening Qu Nicholas Weber Bill Howe 40 4 0 27 May 2024
Evaluating AI for Law: Bridging the Gap with Open-Source Solutions R. Bhambhoria Samuel Dahan Jonathan Li Xiaodan Zhu ELM 26 3 0 18 Apr 2024
Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval Shengjie Ma Chong Chen Qi Chu Jiaxin Mao AILaw ELM 36 8 0 27 Mar 2024
Hatred Stems from Ignorance! Distillation of the Persuasion Modes in Countering Conversational Hate Speech Ghadi Alyahya Abeer Aldayel 38 2 0 18 Mar 2024
CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering Zongxia Li Ishani Mondal Yijun Liang Huy Nghiem Jordan L. Boyd-Graber ALM ELM 22 0 0 24 Jan 2024
Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models Maximilian Weber Merle Reichardt 71 9 0 30 Dec 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022