2 papers
cs.LG2026
SynQP: A Framework and Metrics for Evaluating the Quality and Privacy Risk of Synthetic Data
Bing Hu, Yixin Li, Asma Bahamyirou +1
The use of synthetic data in health applications raises privacy concerns, yet the lack of open frameworks for privacy evaluations has slowed its adoption. A major challenge is the…
cs.AI2025
Evaluating the Correctness of Inference Patterns Used by LLMs for Judgment
Lu Chen, Yuxuan Huang, Yixing Li +6
This paper presents a method to analyze the inference patterns used by Large Language Models (LLMs) for judgment in a case study on legal LLMs, so as to identify potential incorrec…