Editing Factual Knowledge in Language Models

16 April 2021

Papers citing "Editing Factual Knowledge in Language Models"

50 / 367 papers shown

Title
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 17 56 0 20 Mar 2023
Evaluating Language Models for Knowledge Base Completion Blerta Veseli Sneha Singhania Simon Razniewski G. Weikum ALM 14 18 0 20 Mar 2023
Partial Network Cloning Jingwen Ye Songhua Liu Xinchao Wang CLL 22 14 0 19 Mar 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 19 86 0 14 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 26 27 0 14 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 22 282 0 13 Mar 2023
Edit at your own risk: evaluating the robustness of edited models to distribution shifts Davis Brown Charles Godfrey Cody Nizinski Jonathan Tu Henry Kvinge KELM 19 8 0 28 Feb 2023
Permutation Equivariant Neural Functionals Allan Zhou Kaien Yang Kaylee Burns Adriano Cardace Yiding Jiang Samuel Sokota J. Zico Kolter Chelsea Finn 12 47 0 27 Feb 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 23 100 0 30 Jan 2023
Backward Compatibility During Data Updates by Weight Interpolation Raphael Schumann Elman Mansimov Yi-An Lai Nikolaos Pappas Xibin Gao Yi Zhang 11 4 0 25 Jan 2023
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Feiyu Xiong Wei Guo Huajun Chen KELM 47 23 0 25 Jan 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Yikang Shen Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 11 159 0 24 Jan 2023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models Peter Hase Mohit Bansal Been Kim Asma Ghandeharioun MILM 29 167 0 10 Jan 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 20 460 0 31 Dec 2022
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 24 3 0 27 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 30 39 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 51 310 0 19 Dec 2022
Editing Models with Task Arithmetic Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt Hannaneh Hajishirzi Ali Farhadi KELM MoMe MU 39 422 0 08 Dec 2022
Statistical and Computational Guarantees for Influence Diagnostics Jillian R. Fisher Lang Liu Krishna Pillutla Y. Choi Zaïd Harchaoui TDI 19 0 0 08 Dec 2022
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 16 47 0 27 Nov 2022
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen S. Sankaranarayanan Hamid Palangi Yoon Kim Marzyeh Ghassemi KELM 14 143 0 20 Nov 2022
Data-Centric Debugging: mitigating model failures via targeted data collection Sahil Singla Atoosa Malemir Chegini Mazda Moayeri Soheil Feiz 14 4 0 17 Nov 2022
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering Ella Neeman Roee Aharoni Or Honovich Leshem Choshen Idan Szpektor Omri Abend KELM CML 16 77 0 10 Nov 2022
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 34 151 0 09 Nov 2022
Fixing Model Bugs with Natural Language Patches Shikhar Murty Christopher D. Manning Scott M. Lundberg Marco Tulio Ribeiro KELM 16 37 0 07 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 11 29 0 06 Nov 2022
Parameter-Efficient Tuning Makes a Good Classification Head Zhuoyi Yang Ming Ding Yanhui Guo Qingsong Lv Jie Tang VLM 35 14 0 30 Oct 2022
Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb Guoqing Zheng Ahmed Hassan Awadallah 14 13 0 20 Oct 2022
Revision Transformers: Instructing Language Models to Change their Values Felix Friedrich Wolfgang Stammer P. Schramowski Kristian Kersting KELM 21 6 0 19 Oct 2022
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 42 277 0 17 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 64 85 0 14 Oct 2022
Is It Worth the (Environmental) Cost? Limited Evidence for Temporal Adaptation via Continuous Training Giuseppe Attanasio Debora Nozza Federico Bianchi Dirk Hovy CLL 17 3 0 13 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 31 520 0 13 Oct 2022
Can Pretrained Language Models (Yet) Reason Deductively? Moy Yuan Songbo Hu Ivan Vulić Anna Korhonen Zaiqiao Meng ReLM ELM LRM 29 8 0 12 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 228 81 0 07 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 245 1,071 0 05 Oct 2022
Learning by Distilling Context Charles Burton Snell Dan Klein Ruiqi Zhong ReLM LRM 161 44 0 30 Sep 2022
Patching open-vocabulary models by interpolating weights Gabriel Ilharco Mitchell Wortsman S. Gadre Shuran Song Hannaneh Hajishirzi Simon Kornblith Ali Farhadi Ludwig Schmidt VLM KELM 19 166 0 10 Aug 2022
Repairing Neural Networks by Leaving the Right Past Behind Ryutaro Tanno Melanie F. Pradier A. Nori Yingzhen Li KELM 25 31 0 11 Jul 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Shibo Hao Bowen Tan Kaiwen Tang Bin Ni Xiyan Shao Hengzhe Zhang Eric P. Xing Zhiting Hu 24 25 0 28 Jun 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 16 318 0 13 Jun 2022
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 133 185 0 31 May 2022
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 92 24 0 25 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 19 49 0 05 May 2022
On Continual Model Refinement in Out-of-Distribution Data Streams Bill Yuchen Lin Sida I. Wang Xi Victoria Lin Robin Jia Lin Xiao Xiang Ren Wen-tau Yih CLL 16 29 0 04 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 49 42 0 03 May 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement Bhavana Dalvi Oyvind Tafjord Peter Clark LRM KELM ReLM 25 37 0 27 Apr 2022
Plug-and-Play Adaptation for Continuously-updated QA Kyungjae Lee Wookje Han Seung-won Hwang Hwaran Lee Joonsuk Park Sang-Woo Lee KELM 17 16 0 27 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 57 367 0 18 Apr 2022
Fast Few-shot Debugging for NLU Test Suites Christopher Malon Kai Li E. Kruus 14 4 0 13 Apr 2022