ConStat: Performance-Based Contamination Detection in Large Language
Models

ConStat: Performance-Based Contamination Detection in Large Language Models

25 May 2024

Jasper Dekoninck

Mark Niklas Muller

Martin Vechev

Papers citing "ConStat: Performance-Based Contamination Detection in Large Language Models"

4 / 4 papers shown

Title
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 42 42 0 29 Apr 2024
Evading Data Contamination Detection for Language Models is (too) Easy Jasper Dekoninck Mark Niklas Muller Maximilian Baader Marc Fischer Martin Vechev 77 8 0 05 Feb 2024
Don't Make Your LLM an Evaluation Benchmark Cheater Kun Zhou Yutao Zhu Zhipeng Chen Wentong Chen Wayne Xin Zhao Xu Chen Yankai Lin Ji-Rong Wen Jiawei Han ELM 89 89 0 03 Nov 2023
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 261 1,386 0 14 Dec 2020