Better Call SAUL: Fluent and Consistent Language Model Editing with
Generation Regularization

Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization

3 October 2024

Heike Adel

Jannik Strötgen

Hinrich Schütze

Papers citing "Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization"

12 / 12 papers shown

Title
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 180 8 0 25 Jun 2024
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 67 304 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 63 210 0 22 May 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 77 175 0 24 Jan 2023
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 105 583 0 13 Oct 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 86 350 0 13 Jun 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 222 1,344 0 10 Feb 2022
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 106 504 0 16 Apr 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 69 141 0 01 Feb 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 706 41,736 0 28 May 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 104 889 0 10 Feb 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 558 2,660 0 03 Sep 2019