Locating and Editing Factual Associations in GPT

10 February 2022

Papers citing "Locating and Editing Factual Associations in GPT"

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Title
On the Robustness of Transformers against Context Hijacking for Linear Classification Tianle Li Chenyang Zhang Xingwu Chen Yuan Cao Difan Zou 67 0 0 24 Feb 2025
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Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 42 3 0 24 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
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs Gengyuan Zhang Mingcong Ding Tong Liu Yao Zhang Volker Tresp 74 1 0 24 Feb 2025
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale Chenlong Wang Zhaoyang Chu Zhengxiang Cheng Xuyi Yang Kaiyue Qiu Yao Wan Zhou Zhao Xuanhua Shi D. Z. Chen ALM SyDa 41 0 0 23 Feb 2025
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task Nicolas Martorell LLMAG 52 1 0 23 Feb 2025
Interrogating LLM design under a fair learning doctrine Johnny Tian-Zheng Wei Maggie Wang Ameya Godbole Jonathan H. Choi Robin Jia 27 0 0 22 Feb 2025
Activation Steering in Neural Theorem Provers Shashank Kirtania LLMSV 146 0 0 21 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 115 2 0 21 Feb 2025
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models L. Arras Bruno Puri Patrick Kahardipraja Sebastian Lapuschkin Wojciech Samek 41 0 0 21 Feb 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 129 7 0 21 Feb 2025
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models Haokun Chen Sebastian Szyller Weilin Xu N. Himayat MU AAML 41 0 0 20 Feb 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers Anton Razzhigaev Matvey Mikhalchuk Temurbek Rahmatullaev Elizaveta Goncharova Polina Druzhinina Ivan V. Oseledets Andrey Kuznetsov 59 2 0 20 Feb 2025
UPCORE: Utility-Preserving Coreset Selection for Balanced Unlearning Vaidehi Patil Elias Stengel-Eskin Mohit Bansal MU CLL 73 2 0 20 Feb 2025
CoME: An Unlearning-based Approach to Conflict-free Model Editing Dahyun Jung Jaehyung Seo Jaewook Lee Chanjun Park Heuiseok Lim MU KELM 47 0 0 20 Feb 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models Zihao Wei Jingcheng Deng Liang Pang Hanxing Ding Huawei Shen Xueqi Cheng KELM 81 4 0 20 Feb 2025
Mechanistic Understanding of Language Models in Syntactic Code Completion Samuel Miller Daking Rai Ziyu Yao LRM 44 0 0 20 Feb 2025
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare Hiba Ahsan Arnab Sen Sharma Silvio Amir David Bau Byron C. Wallace 83 0 0 20 Feb 2025
The Knowledge Microscope: Features as Better Analytical Lenses than Neurons Yuheng Chen Pengfei Cao Kang Liu Jun Zhao 43 0 0 18 Feb 2025
Precise Parameter Localization for Textual Generation in Diffusion Models Łukasz Staniszewski Bartosz Cywiñski Franziska Boenisch Kamil Deja Adam Dziedzic DiffM 146 0 0 17 Feb 2025
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution Shichang Zhang Tessa Han Usha Bhalla Hima Lakkaraju FAtt 147 0 0 17 Feb 2025
Hyperspherical Energy Transformer with Recurrent Depth Yunzhe Hu Difan Zou Dong Xu 41 0 0 17 Feb 2025
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 59 1 0 17 Feb 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning L. Zhang Lijie Hu Di Wang LRM 90 0 0 17 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng S. Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 48 0 0 17 Feb 2025
Sparse Autoencoder Features for Classifications and Transferability Jack Gallifant Shan Chen Kuleen Sasse Hugo J. W. L. Aerts Thomas Hartvigsen Danielle S. Bitterman 41 3 0 17 Feb 2025
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis X. Wang Yan Hu Wenyu Du Reynold Cheng Benyou Wang Difan Zou 54 0 0 17 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 54 1 0 16 Feb 2025
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training Yixin Ou Yunzhi Yao N. Zhang Hui Jin Jiacheng Sun Shumin Deng Z. Li H. Chen KELM CLL 49 0 0 16 Feb 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 56 0 0 16 Feb 2025
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment Somnath Banerjee Sayan Layek Pratyush Chatterjee Animesh Mukherjee Rima Hazra LLMSV 71 0 0 16 Feb 2025
Superpose Singular Features for Model Merging Haiquan Qiu You Wu Quanming Yao MoMe 43 0 0 15 Feb 2025
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs Zilu Dong Xiangqing Shen Rui Xia KELM 73 1 0 11 Feb 2025
LUNAR: LLM Unlearning via Neural Activation Redirection William F. Shen Xinchi Qiu Meghdad Kurmanji Alex Iacob Lorenzo Sani Yihong Chen Nicola Cancedda Nicholas D. Lane MU 51 1 0 11 Feb 2025
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models Samuel Stevens Wei-Lun Chao T. Berger-Wolf Yu-Chuan Su VLM 72 2 0 10 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Z. Zhou Fei Sun Junfeng Fang X. Wang KELM 51 5 0 09 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Junfeng Fang Ningyu Zhang Guojun Ma Mingyang Wan X. Wang Xiangnan He Tat-Seng Chua KELM 49 8 0 08 Feb 2025
Mechanistic Interpretability of Emotion Inference in Large Language Models Ala Nekouvaght Tak Amin Banayeeanzade Anahita Bolourani Mina Kian Robin Jia Jonathan Gratch 49 0 0 08 Feb 2025
Learning Task Representations from In-Context Learning Baturay Saglam Zhuoran Yang Dionysis Kalogerias Amin Karbasi 55 0 0 08 Feb 2025
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller LRM 34 0 0 05 Feb 2025
What is a Number, That a Large Language Model May Know It? Raja Marjieh Veniamin Veselovsky Thomas L. Griffiths Ilia Sucholutsky 149 2 0 03 Feb 2025
Lifelong Sequential Knowledge Editing without Model Degradation Akshat Gupta Phudish Prateepamornkul Maochuan Lu Ahmed Alaa Thomas Hartvigsen Gopala Anumanchipalli KELM 70 1 0 03 Feb 2025
On The Truthfulness of 'Surprisingly Likely' Responses of Large Language Models Naman Goel HILM 57 0 0 28 Jan 2025
An Attempt to Unraveling Token Prediction Refinement and Identifying Essential Layers of Large Language Models Jaturong Kongmanee 34 1 0 28 Jan 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 30 1 0 28 Jan 2025
Evolutionary Optimization of Model Merging Recipes Takuya Akiba Makoto Shing Yujin Tang Qi Sun David Ha MoMe 105 99 0 28 Jan 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing Zeping Yu Sophia Ananiadou KELM 43 1 0 24 Jan 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 47 0 0 22 Jan 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language Models Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 54 0 0 21 Jan 2025