Detecting Edit Failures In Large Language Models: An Improved
Specificity Benchmark

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

27 May 2023

J. Hoelscher-Obermaier

Ioannis Konstas

Papers citing "Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark"

10 / 10 papers shown

Title
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 115 2 0 21 Feb 2025
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons Yuheng Chen Pengfei Cao Kang Liu Jun Zhao 43 0 0 18 Feb 2025
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models Xiyu Liu Zhengxiao Liu Naibin Gu Zheng-Shen Lin Wanli Ma Ji Xiang Weiping Wang KELM 44 0 0 27 Aug 2024
Composable Interventions for Language Models Arinbjorn Kolbeinsson Kyle O'Brien Tianjin Huang Shanghua Gao Shiwei Liu ... Anurag J. Vaidya Faisal Mahmood Marinka Zitnik Tianlong Chen Thomas Hartvigsen KELM MU 82 5 0 09 Jul 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 99 8 0 17 Jun 2024
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models Rima Hazra Sayan Layek Somnath Banerjee Soujanya Poria KELM 26 17 0 19 Jan 2024
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 35 155 0 24 Jul 2023
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 219 341 0 21 Oct 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 258 346 0 01 Feb 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 408 2,584 0 03 Sep 2019