Locating and Editing Factual Associations in GPT

10 February 2022

Papers citing "Locating and Editing Factual Associations in GPT"

50 / 924 papers shown

Title
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 42 0 0 21 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates Ying Shen Lifu Huang 47 1 0 20 Mar 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners Yunzhi Yao Jizhan Fang Jia-Chen Gu N. Zhang Shumin Deng H. Chen Nanyun Peng KELM 54 1 0 20 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Y. Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification Shichen Li Zhongqing Wang Zheyu Zhao Yue Zhang Peifeng Li KELM 54 0 0 19 Mar 2025
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack Murong Yue Ziyu Yao SILM AAML 56 0 0 18 Mar 2025
SuperBPE: Space Travel for Language Models Alisa Liu J. Hayase Valentin Hofmann Sewoong Oh Noah A. Smith Yejin Choi 43 3 0 17 Mar 2025
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research Philip Quirke Clement Neo Abir Harrasse Dhruv Nathawani Amir Abdullah 39 0 0 17 Mar 2025
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis Alexander Ku Declan Campbell Xuechunzi Bai Jiayi Geng Ryan Liu ... Ilia Sucholutsky Veniamin Veselovsky Liyi Zhang Jian-Qiao Zhu Thomas L. Griffiths ELM 88 2 0 17 Mar 2025
Taming Knowledge Conflicts in Language Models Gaotang Li Yuzhong Chen Hanghang Tong KELM 44 0 0 14 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 55 0 0 14 Mar 2025
Are formal and functional linguistic mechanisms dissociated in language models? Michael Hanna Sandro Pezzelle Yonatan Belinkov 45 0 0 14 Mar 2025
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing Bhiman Kumar Baghel Scott M. Jordan Zheyuan Ryan Shi Xiang Lorraine Li KELM 50 0 0 14 Mar 2025
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks Jiuding Sun Jing Huang Sidharth Baskaran Karel DÓosterlinck Christopher Potts Michael Sklar Atticus Geiger AI4CE 68 0 0 13 Mar 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention Jinhao Duan Fei Kong Hao-Ran Cheng James Diffenderfer B. Kailkhura Lichao Sun Xiaofeng Zhu Xiaoshuang Shi Kaidi Xu 134 0 0 13 Mar 2025
C^2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion Lijie Hu Junchi Liao Weimin Lyu Shaopeng Fu Tianhao Huang Shu Yang Guimin Hu Di Wang AAML 65 0 0 12 Mar 2025
ACE: Concept Editing in Diffusion Models without Performance Degradation Ruipeng Wang Junfeng Fang Jiaqi Li Hao Chen Jie Shi K. Wang X. Wang DiffM 53 2 0 11 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 39 0 0 11 Mar 2025
Implicit Reasoning in Transformers is Reasoning through Shortcuts Tianhe Lin Jian Xie Siyu Yuan Deqing Yang ReLM LRM 66 2 0 10 Mar 2025
Using Mechanistic Interpretability to Craft Adversarial Attacks against Large Language Models Thomas Winninger Boussad Addad Katarzyna Kapusta AAML 63 0 0 08 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu H. Wang 36 0 0 08 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 68 3 0 07 Mar 2025
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning Eric Zhao Pranjal Awasthi Nika Haghtalab 47 0 0 07 Mar 2025
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing Neemesh Yadav Jiarui Liu Francesco Ortu Roya Ensafi Zhijing Jin Rada Mihalcea 36 0 0 07 Mar 2025
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems Richard Ren Arunim Agarwal Mantas Mazeika Cristina Menghini Robert Vacareanu ... Matias Geralnik Adam Khoja Dean Lee Summer Yue Dan Hendrycks HILM ALM 88 0 0 05 Mar 2025
Effectively Steer LLM To Follow Preference via Building Confident Directions Bingqing Song Boran Han Shuai Zhang Hao Wang Haoyang Fang Bonan Min Yuyang Wang Mingyi Hong LLMSV 54 0 0 04 Mar 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality Shuaike Li Kai Zhang Q. Liu Enhong Chen KELM 78 1 0 04 Mar 2025
(How) Do Language Models Track State? Belinda Z. Li Zifan Carl Guo Jacob Andreas LRM 44 0 0 04 Mar 2025
Superscopes: Amplifying Internal Feature Representations for Language Model Interpretation Jonathan Jacobi Gal Niv LRM ReLM 60 0 0 03 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 80 2 0 03 Mar 2025
Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia Chenxi Wang Tianle Gu Zhongyu Wei Lang Gao Zirui Song Xiuying Chen OffRL 56 2 0 03 Mar 2025
SAKE: Steering Activations for Knowledge Editing Marco Scialanga Thibault Laugel Vincent Grari Marcin Detyniecki KELM LLMSV 72 1 0 03 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu X. Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 46 2 0 01 Mar 2025
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge Xiusheng Huang Jiaxiang Liu Yequan Wang Jun Zhao Kang Liu 54 0 0 28 Feb 2025
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable? Maxime Méloux Silviu Maniu François Portet Maxime Peyrard 34 0 0 28 Feb 2025
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du Kailin Jiang Zhi Gao Chenrui Shi Zilong Zheng Siyuan Qi Qing Li KELM 65 2 0 27 Feb 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models Yujie Feng Liming Zhan Zexin Lu Yongxin Xu Xu Chu Yasha Wang Jiannong Cao Philip S. Yu Xiao-Ming Wu KELM 53 0 0 27 Feb 2025
Erasing Without Remembering: Safeguarding Knowledge Forgetting in Large Language Models Huazheng Wang Yongcheng Jing Haifeng Sun Yingjie Wang J. Wang Jianxin Liao Dacheng Tao KELM MU 42 0 0 27 Feb 2025
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models Yukang Yang Declan Campbell Kaixuan Huang Mengdi Wang Jonathan D. Cohen Taylor W. Webb LRM 65 2 0 27 Feb 2025
Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries Tianyi Lorena Yan Robin Jia KELM MU 46 0 0 27 Feb 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger RALM LRM 60 0 0 27 Feb 2025
Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification Vishnu Kabir Chhabra Ding Zhu Mohammad Mahdi Khalili 37 2 0 27 Feb 2025
Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing Akshat Gupta Christine Fang Atahan Ozdemir Maochuan Lu Ahmed Alaa Thomas Hartvigsen Gopala Anumanchipalli KELM 33 0 0 26 Feb 2025
A Causal Lens for Evaluating Faithfulness Metrics Kerem Zaman Shashank Srivastava 66 0 0 26 Feb 2025
Steered Generation via Gradient Descent on Sparse Features Sumanta Bhattacharyya Pedram Rooshenas LLMSV 43 0 0 25 Feb 2025
Can LLMs Explain Themselves Counterfactually? Zahra Dehghanighobadi Asja Fischer Muhammad Bilal Zafar LRM 38 0 0 25 Feb 2025
Constraining Sequential Model Editing with Editing Anchor Compression Hao-Xiang Xu Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 47 1 0 25 Feb 2025
Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations Lucy Farnik Tim Lawson Conor Houghton Laurence Aitchison 56 0 0 25 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju B. Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 36 0 0 24 Feb 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 42 3 0 24 Feb 2025