Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments

Conference proceeding

Li Zhang, Morgan Gray, Jaromir Savelka and Kevin D. Ashley

CEUR workshop proceedings, Vol.4174, pp.1-18

2025

Abstract

Abstention

Hallucination Measurement

Legal Argument Generation

LLM Evaluation

Trustworthy AI

1 Record Views

Title: Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments
Author/Creator: Li Zhang - University of Pittsburgh
Morgan Gray - University of Pittsburgh
Jaromir Savelka - Carnegie Mellon University
Kevin D. Ashley - University of Pittsburgh
Publication Details: CEUR workshop proceedings, Vol.4174, pp.1-18
Academic Unit: School of Law
Language: English
Resource Type: Conference proceeding
Record Identifier: 991015448119303691