Title
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 104 1 0 30 Apr 2025
Probing then Editing Response Personality of Large Language Models Tianjie Ju Zhenyu Shao B. Wang Y. Chen Zhuosheng Zhang Hao Fei M. Lee W. Hsu Sufeng Duan Gongshen Liu KELM 45 0 0 14 Apr 2025
Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms Xiaotian Ye M. Zhang Shu Wu KELM ELM 39 0 0 09 Apr 2025
Understanding the Limits of Lifelong Knowledge Editing in LLMs Lukas Thede Karsten Roth Matthias Bethge Zeynep Akata Tom Hartvigsen KELM CLL 75 2 0 07 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs Yuzhe Gu W. Zhang Chengqi Lyu D. Lin Kai Chen 60 1 0 04 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
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 120 2 0 21 Feb 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 30 1 0 28 Jan 2025
LLMs as Debate Partners: Utilizing Genetic Algorithms and Adversarial Search for Adaptive Arguments Prakash Aryan 72 1 0 09 Dec 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
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
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
Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang Jiaxiang Liu Yequan Wang Kang-Jun Liu KELM 47 4 0 31 Oct 2024
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing Yuchen Cai Ding Cao KELM 21 2 0 15 Oct 2024
Locking Down the Finetuned LLMs Safety Minjun Zhu Linyi Yang Yifan Wei Ningyu Zhang Yue Zhang 34 8 0 14 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 58 1 0 13 Oct 2024
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing Zhuoran Zhang Y. Li Zijian Kan Keyuan Cheng Lijie Hu Di Wang KELM 29 4 0 08 Oct 2024
Neuron-Level Sequential Editing for Large Language Models Houcheng Jiang Junfeng Fang Tianyu Zhang An Zhang Ruipeng Wang Tao Liang Xiang Wang KELM 43 4 0 05 Oct 2024
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization Ryan Barron Ves Grantcharov Selma Wanna Maksim E. Eren Manish Bhattarai ... George Tompkins Charles K. Nicholas Kim Ø. Rasmussen Cynthia Matuszek Boian S. Alexandrov RALM 33 6 0 03 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Junfeng Fang Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 37 33 0 03 Oct 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration Kaihang Pan Zhaoyu Fan Juncheng Li Qifan Yu Hao Fei Siliang Tang Richang Hong Hanwang Zhang Qianru Sun KELM 28 6 0 30 Sep 2024
Identifying Knowledge Editing Types in Large Language Models Xiaopeng Li Shangwen Wang Shezheng Song Bin Ji Huijun Liu Shasha Li Jun Ma Jie Yu KELM 26 1 0 29 Sep 2024
Prompt Baking Aman Bhargava Cameron Witkowski Alexander Detkov Matt W. Thomson AI4CE 38 0 0 04 Sep 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip H. S. Torr Dawn Song Kai Shu KELM 40 11 0 29 Jul 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 103 8 0 17 Jun 2024
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning Haoyu Wang Tianci Liu Ruirui Li Monica Cheng Tuo Zhao Jing Gao 29 7 0 16 Jun 2024
Knowledge Editing in Language Models via Adapted Direct Preference Optimization Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum KELM 52 8 0 14 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 69 50 0 12 Jun 2024
FusionBench: A Comprehensive Benchmark of Deep Model Fusion A. Tang Li Shen Yong Luo Han Hu Bo Du Dacheng Tao ELM MoMe VLM 38 21 0 05 Jun 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors Renzhi Wang Piji Li KELM 38 3 0 29 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models Hao Zhang Yuyang Zhang Xiaoguang Li Wenxuan Shi Haonan Xu ... Yasheng Wang Lifeng Shang Qun Liu Yong-jin Liu Ruiming Tang KELM 33 4 0 29 May 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 64 20 0 28 May 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 59 8 0 27 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 65 33 0 23 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen KELM CLL 47 20 0 23 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 42 36 0 06 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 36 16 0 06 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 37 5 0 28 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 75 46 0 23 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 39 106 0 21 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 106 9 0 17 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 83 26 0 15 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 39 66 0 03 Apr 2024
GUARD-D-LLM: An LLM-Based Risk Assessment Engine for the Downstream uses of LLMs Sundaraparipurnan Narayanan Sandeep Vishwakarma 34 3 0 02 Apr 2024
Multi-hop Question Answering under Temporal Knowledge Editing Keyuan Cheng Gang Lin Haoyang Fei Yuxuan Zhai Lu Yu Muhammad Asif Ali Lijie Hu Di Wang KELM 27 21 0 30 Mar 2024
A Unified Framework for Model Editing Akshat Gupta Dev Sajnani Gopala Anumanchipalli KELM 70 26 0 21 Mar 2024
BadEdit: Backdooring large language models by model editing Yanzhou Li Tianlin Li Kangjie Chen Jian Zhang Shangqing Liu Wenhan Wang Tianwei Zhang Yang Liu SyDa AAML KELM 56 50 0 20 Mar 2024
Larimar: Large Language Models with Episodic Memory Control Payel Das Subhajit Chaudhury Elliot Nelson Igor Melnyk Sarath Swaminathan ... Vijil Chenthamarakshan Jiří Jirí Navrátil Soham Dan Pin-Yu Chen CLL KELM 35 18 0 18 Mar 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark Han Huang Haitian Zhong Tao Yu Qiang Liu Shu Wu Liang Wang Tien-Ping Tan VLM KELM 33 8 0 12 Mar 2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium Hyewon Jeong Sarah Jabbour Yuzhe Yang Rahul Thapta Hussein Mozannar ... Linying Zhang Harvineet Singh Tom Hartvigsen Helen Zhou Chinasa T. Okolo VLM AI4TS OOD 43 2 0 03 Mar 2024