Locating and Editing Factual Associations in GPT

10 February 2022

Papers citing "Locating and Editing Factual Associations in GPT"

50 / 924 papers shown

Title
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 57 2 0 20 Jan 2025
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach J. Yang Dapeng Chen Yajing Sun Rongjun Li Zhiyong Feng Wei Peng 49 5 0 19 Jan 2025
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages Jannik Brinkmann Chris Wendler Christian Bartelt Aaron Mueller 48 9 0 10 Jan 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment Yuchun Fan Yongyu Mu Yilin Wang Lei Huang Junhao Ruan B. Li Tong Xiao Shujian Huang Xiaocheng Feng Jingbo Zhu LRM 49 3 0 08 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 45 0 0 06 Jan 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Jingyao Tang Lishuang Li Liteng Mi Haiming Wu Hongbin Lu KELM 34 0 0 03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 86 0 0 02 Jan 2025
The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations Chenyu You Haocheng Dai Yifei Min Jasjeet Sekhon S. Joshi James S. Duncan 60 2 0 01 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization Yi-Fu Fu Yu-Chieh Tu Tzu-Ling Cheng Cheng-Yu Lin Yi-Ting Yang Heng-Yi Liu Keng-Te Liao Da-Cheng Juan Shou-de Lin 41 0 0 24 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Y. Liu KELM 53 1 0 23 Dec 2024
Joint Knowledge Editing for Information Enrichment and Probability Promotion Wenhang Shi Yiren Chen Shuqing Bian Xinyi Zhang Zhe Zhao Pengfei Hu Wei Lu Xiaoyong Du KELM 43 0 0 22 Dec 2024
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions Hao Du Shang Liu Lele Zheng Yang Cao Atsuyoshi Nakamura Lei Chen AAML 114 3 0 21 Dec 2024
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering Y. Lu Y. Zhou J. Li Y. Wang Xuebo Liu Daojing He F. Liu Min Zhang KELM 81 1 0 18 Dec 2024
Context-DPO: Aligning Language Models for Context-Faithfulness Baolong Bi Shaohan Huang Y. Wang Tianchi Yang Zihan Zhang ... Furu Wei Weiwei Deng Feng Sun Qi Zhang Shenghua Liu 113 8 0 18 Dec 2024
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing Keltin Grimes Marco Christiani David Shriver Marissa Connor KELM 80 1 0 17 Dec 2024
Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory Shuo Wang Issei Sato 74 0 0 16 Dec 2024
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs Lanxiang Hu Tajana Rosing Hao Zhang 79 0 0 15 Dec 2024
Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models Paweł Mąka Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 74 0 0 15 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 77 0 0 12 Dec 2024
Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Rumi A. Allbert James K. Wiles Vlad Grankovsky LLMSV AI4CE 75 1 0 10 Dec 2024
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice A. Feder Cooper Christopher A. Choquette-Choo Miranda Bogen Matthew Jagielski Katja Filippova ... Abigail Z. Jacobs Andreas Terzis Hanna M. Wallach Nicolas Papernot Katherine Lee AILaw MU 93 10 0 09 Dec 2024
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 71 0 0 04 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 96 14 0 03 Dec 2024
Detecting Memorization in Large Language Models Eduardo Slonski 67 0 0 02 Dec 2024
Think-to-Talk or Talk-to-Think? When LLMs Come Up with an Answer in Multi-Step Arithmetic Reasoning Keito Kudo Yoichi Aoki Tatsuki Kuribayashi Shusaku Sone Masaya Taniguchi Ana Brassard Keisuke Sakaguchi Kentaro Inui ReLM LRM 69 0 0 02 Dec 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul M. Chilimbi 75 1 0 28 Nov 2024
Neutralizing Backdoors through Information Conflicts for Large Language Models Chen Chen Yuchen Sun Xueluan Gong Jiaxin Gao K. Lam KELM AAML 69 0 0 27 Nov 2024
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models Pengfei Cao Yuheng Chen Zhuoran Jin Yubo Chen Kang-Jun Liu Jun Zhao KELM 70 0 0 26 Nov 2024
Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts? Sohee Yang Nora Kassner E. Gribovskaya Sebastian Riedel Mor Geva KELM LRM ReLM 78 4 0 25 Nov 2024
$The Two-Hop Curse: LLMs trained on A$\rightarrow$B, B$\rightarrow$C fail to learn A$\rightarrow$C$ The Two-Hop Curse: LLMs trained on A $\rightarrow$ B, B $\rightarrow$ C fail to learn A $\rightarrow$ C Mikita Balesni Tomek Korbak Owain Evans ReLM LRM 79 0 0 25 Nov 2024
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts Qizhou Chen Chengyu Wang Dakan Wang Taolin Zhang Wangyue Li Xiaofeng He KELM 78 1 0 23 Nov 2024
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models Javier Ferrando Oscar Obeso Senthooran Rajamanoharan Neel Nanda 77 10 0 21 Nov 2024
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models Zhen Zeng Leijiang Gu Xun Yang Zhangling Duan Zenglin Shi Meng Wang KELM 73 2 0 19 Nov 2024
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering Zeping Yu Sophia Ananiadou 124 0 0 17 Nov 2024
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment Y. Fu Zhongzhi Yu Junwei Li Jiayi Qian Yongan Zhang Xiangchi Yuan Dachuan Shi Roman Yakunin Y. Lin 29 2 0 15 Nov 2024
LLM Hallucination Reasoning with Zero-shot Knowledge Test Seongmin Lee Hsiang Hsu Chun-Fu Chen LRM 39 2 0 14 Nov 2024
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions Moran Yanuka Assaf Ben-Kish Yonatan Bitton Idan Szpektor Raja Giryes VLM 45 2 0 13 Nov 2024
Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks Madeline Brumley Joe Kwon David M. Krueger Dmitrii Krasheninnikov Usman Anwar LLMSV 39 6 0 11 Nov 2024
Model Editing for LLMs4Code: How Far are We? Xiaopeng Li Shangwen Wang Shasha Li Jun Ma Jie Yu Xiaodong Liu Jing Wang Bin Ji Weimin Zhang KELM 39 2 0 11 Nov 2024
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 44 3 0 11 Nov 2024
Continual Memorization of Factoids in Language Models Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen KELM 48 0 0 11 Nov 2024
Gumbel Counterfactual Generation From Language Models Shauli Ravfogel Anej Svete Vésteinn Snæbjarnarson Ryan Cotterell LRM CML 31 0 0 11 Nov 2024
Gradient Localization Improves Lifelong Pretraining of Language Models Jared Fernandez Yonatan Bisk Emma Strubell KELM 31 1 0 07 Nov 2024
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method Teodora Baluta Pascal Lamblin Daniel Tarlow Fabian Pedregosa Gintare Karolina Dziugaite MU 32 1 0 07 Nov 2024
How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis Guan Zhe Hong Nishanth Dikkala Enming Luo Cyrus Rashtchian Xin Wang Rina Panigrahy OffRL LRM NAI 29 0 0 06 Nov 2024
Extracting Unlearned Information from LLMs with Activation Steering Atakan Seyitoğlu A. Kuvshinov Leo Schwinn Stephan Günnemann MU LLMSV 43 3 0 04 Nov 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 28 1 0 04 Nov 2024
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control Yuxin Xiao Chaoqun Wan Yonggang Zhang Wenxiao Wang Binbin Lin Xiaofei He Xu Shen Jieping Ye 24 0 0 04 Nov 2024
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units Badr AlKhamissi Greta Tuckute Antoine Bosselut Martin Schrimpf MILM 37 9 0 04 Nov 2024