KLoB: a Benchmark for Assessing Knowledge Locating Methods in Language Models

28 September 2023

Papers citing "KLoB: a Benchmark for Assessing Knowledge Locating Methods in Language Models"

10 / 10 papers shown

Title
Commonsense Knowledge Editing Based on Free-Text in LLMs Xiusheng Huang Yequan Wang Jun Zhao Kang Liu KELM 30 6 0 31 Oct 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh Soyeon Kim Junseok Seo Jindong Wang Ruochen Xu Xing Xie Steven Euijong Whang 44 1 0 08 Mar 2024
InstructEdit: Instruction-based Knowledge Editing for Large Language Models Ningyu Zhang Bo Tian Siyuan Cheng Xiaozhuan Liang Yi Hu Kouying Xue Yanjie Gou Xi Chen Huajun Chen KELM 62 4 0 25 Feb 2024
Understanding and Patching Compositional Reasoning in LLMs Zhaoyi Li Gangwei Jiang Hong Xie Linqi Song Defu Lian Ying Wei LRM 63 22 0 22 Feb 2024
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 29 38 0 10 Nov 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 29 21 0 11 Oct 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 34 281 0 22 May 2023
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 249 83 0 07 Oct 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 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 272 347 0 01 Feb 2021