{"total":75,"rows":[{"id":"2410.02355","title":"AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models","created":"2024-10-03","cited_by_count":236,"area":null},{"id":"2403.14472","title":"Detoxifying Large Language Models via Knowledge Editing","created":"2024-03-21","cited_by_count":87,"area":null},{"id":"2405.00208","title":"A Primer on the Inner Workings of Transformer-based Language Models","created":"2024-04-30","cited_by_count":85,"area":null},{"id":"2403.14236","title":"A Unified Framework for Model Editing","created":"2024-03-21","cited_by_count":57,"area":null},{"id":"2403.11901","title":"Larimar: Large Language Models with Episodic Memory Control","created":"2024-03-18","cited_by_count":53,"area":null},{"id":"2405.16821","title":"Perturbation-Restrained Sequential Model Editing","created":"2024-05-27","cited_by_count":28,"area":null},{"id":"2410.16251","title":"Can Knowledge Editing Really Correct Hallucinations?","created":"2024-10-21","cited_by_count":28,"area":null},{"id":"2502.11177","title":"The Mirage of Model Editing: Revisiting Evaluation in the Wild","created":"2025-02-16","cited_by_count":27,"area":null},{"id":"2503.05683","title":"WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs","created":"2025-03-07","cited_by_count":26,"area":null},{"id":"2403.06259","title":"Editing Conceptual Knowledge for Large Language Models","created":"2024-03-10","cited_by_count":21,"area":null},{"id":"2403.19631","title":"Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering","created":"2024-03-28","cited_by_count":20,"area":null},{"id":"2410.04045","title":"Neuron-Level Sequential Editing for Large Language Models","created":"2024-10-05","cited_by_count":20,"area":null},{"id":"2410.17194","title":"Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing","created":"2024-10-22","cited_by_count":19,"area":null},{"id":"2410.18785","title":"Should We Really Edit Language Models? On the Evaluation of Edited Language Models","created":"2024-10-24","cited_by_count":18,"area":null},{"id":"2503.08588","title":"BiasEdit: Debiasing Stereotyped Language Models via Model Editing","created":"2025-03-11","cited_by_count":18,"area":null},{"id":"2402.16123","title":"InstructEdit: Instruction-based Knowledge Editing for Large Language Models","created":"2024-02-25","cited_by_count":17,"area":null},{"id":"2502.02958","title":"Position: Editing Large Language Models Poses Serious Safety Risks","created":"2025-02-05","cited_by_count":15,"area":null},{"id":"2411.07180","title":"Gumbel Counterfactual Generation From Language Models","created":"2024-11-11","cited_by_count":14,"area":null},{"id":"2406.01436","title":"Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models","created":"2024-06-03","cited_by_count":12,"area":null},{"id":"2403.05330","title":"Consecutive Batch Model Editing with HooK Layers","created":"2024-03-08","cited_by_count":10,"area":null},{"id":"2502.01636","title":"Lifelong Knowledge Editing requires Better Regularization","created":"2025-02-03","cited_by_count":10,"area":null},{"id":"2402.05827","title":"On the Robustness of Editing Large Language Models","created":"2024-02-08","cited_by_count":9,"area":null},{"id":"2503.16356","title":"CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners","created":"2025-03-20","cited_by_count":9,"area":null},{"id":"2509.22072","title":"Fine-tuning Done Right in Model Editing","created":"2025-09-26","cited_by_count":9,"area":null},{"id":"2405.00664","title":"Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3","created":"2024-05-01","cited_by_count":8,"area":null},{"id":"2502.12598","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","created":"2025-02-18","cited_by_count":8,"area":null},{"id":"2505.23026","title":"Context-Robust Knowledge Editing for Language Models","created":"2025-05-29","cited_by_count":8,"area":null},{"id":"2510.13851","title":"EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing","created":"2025-10-11","cited_by_count":7,"area":null},{"id":"2601.20861","title":"Evolutionary Strategies lead to Catastrophic Forgetting in LLMs","created":"2026-01-28","cited_by_count":7,"area":null},{"id":"2406.18221","title":"Enhancing Data Privacy in Large Language Models through Private Association Editing","created":"2024-06-26","cited_by_count":6,"area":null},{"id":"2503.02701","title":"MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality","created":"2025-03-04","cited_by_count":6,"area":null},{"id":"2506.00829","title":"COMPKE: Complex Question Answering under Knowledge Editing","created":"2025-06-01","cited_by_count":6,"area":null},{"id":"2510.16917","title":"SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models","created":"2025-10-19","cited_by_count":5,"area":null},{"id":"2408.10411","title":"Resolving Lexical Bias in Model Editing","created":"2024-08-19","cited_by_count":4,"area":null},{"id":"2408.10608","title":"BTBR: A Bayesian-Theory-Driven Probabilistic-Fuzzy Framework for Implicit Bias Removal in Large Language Models","created":"2024-08-20","cited_by_count":4,"area":null},{"id":"2406.11263","title":"Understanding the Collapse of LLMs in Model Editing","created":"2024-06-17","cited_by_count":3,"area":null},{"id":"2410.09338","title":"Keys to Robust Edits: from Theoretical Insights to Practical Advances","created":"2024-10-12","cited_by_count":3,"area":null},{"id":"2411.04448","title":"Gradient Localization Improves Lifelong Pretraining of Language Models","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2504.21239","title":"Memorization and Knowledge Injection in Gated LLMs","created":"2025-04-30","cited_by_count":3,"area":null},{"id":"2506.04226","title":"Efficient Knowledge Editing via Minimal Precomputation","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2603.15656","title":"Attribution-Guided Model Rectification of Unreliable Neural Network Behaviors","created":"2026-03-08","cited_by_count":3,"area":null},{"id":"2502.15069","title":"Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease","created":"2025-02-20","cited_by_count":2,"area":null},{"id":"2503.00035","title":"Constraining Sequential Model Editing with Editing Anchor Compression","created":"2025-02-25","cited_by_count":2,"area":null},{"id":"2505.07899","title":"On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models","created":"2025-05-12","cited_by_count":2,"area":null},{"id":"2507.14198","title":"Retention analysis of edited knowledge after fine-tuning","created":"2025-07-14","cited_by_count":2,"area":null},{"id":"2510.01172","title":"Energy-Regularized Sequential Model Editing on Hyperspheres","created":"2025-10-01","cited_by_count":2,"area":null},{"id":"2607.19604","title":"Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models","created":"2026-07-21","cited_by_count":2,"area":null},{"id":"2410.09508","title":"CollabEdit: Towards Non-destructive Collaborative Knowledge Editing","created":"2024-10-12","cited_by_count":1,"area":null},{"id":"2503.11895","title":"Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing","created":"2025-03-14","cited_by_count":1,"area":null},{"id":"2505.14015","title":"AUTOLAW: Enhancing Legal Compliance in Large Language Models via Case Law Generation and Jury-Inspired Deliberation","created":"2025-05-20","cited_by_count":1,"area":null},{"id":"2506.17864","title":"QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs","created":"2025-06-22","cited_by_count":1,"area":null},{"id":"2511.03182","title":"Understanding Robustness of Model Editing in Code LLMs","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2601.15686","title":"Beyond Hard Writes and Rigid Preservation: Soft Recursive Least-Squares for Lifelong LLM Editing","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2602.02543","title":"Norm Anchors Make Model Edits Last","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2603.12743","title":"MoKus: Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization","created":"2026-03-13","cited_by_count":1,"area":null},{"id":"2605.09285","title":"BetaEdit: Null-Space Constrained Sequential Model Editing","created":"2026-05-10","cited_by_count":1,"area":null},{"id":"2607.00368","title":"Beyond Perplexity: A Behavioral Evaluation Framework for Deployment-Memory Claims in LLM Test-Time Training","created":"2026-07-01","cited_by_count":1,"area":null},{"id":"2607.10034","title":"MLPs are Hebbians: Constructing Efficient Fact-Storing MLPs for Transformers","created":"2026-07-10","cited_by_count":1,"area":null},{"id":"2607.25663","title":"Localized Adaptation Reveals Distinct Learning Signatures in Transformers","created":"2026-07-28","cited_by_count":1,"area":null},{"id":"2609.06986","title":"Continual Learning Mechanisms Compose for Long-Horizon Memorization","created":"2026-09-07","cited_by_count":1,"area":null},{"id":"2512.16227","title":"An Information-Theoretic Framework for Robust Large Language Model Editing","created":"2025-12-18","cited_by_count":0,"area":null},{"id":"2601.17397","title":"CLM-Bench: Benchmarking and Analyzing Cross-lingual Misalignment of LLMs in Knowledge Editing","created":"2026-01-24","cited_by_count":0,"area":null},{"id":"2602.03696","title":"Conflict-Resolving and Sharpness-Aware Minimization for Generalized Knowledge Editing with Multiple Updates","created":"2026-02-03","cited_by_count":0,"area":null},{"id":"2603.15226","title":"SCAN: Sparse Circuit Anchor Interpretable Neuron for Lifelong Knowledge Editing","created":"2026-03-16","cited_by_count":0,"area":null},{"id":"2605.04308","title":"Memory as a Markov Matrix: Sample Efficient Knowledge Expansion via Token-to-Dictionary Mapping","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2606.18767","title":"Output Vector Editing for Memorization Mitigation in Large Language Models","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2606.22627","title":"Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2606.26783","title":"Reproducibility Study of \"AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models\"","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2607.01000","title":"KnowledgeDebugger -- an Exploration Tool for Knowledge Localization and Editing in Transformers","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2607.08393","title":"Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning","created":"2026-07-09","cited_by_count":0,"area":null},{"id":"2608.27816","title":"PersonaEdit: Representative Sample Selection for Personalized Model Editing","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2608.27839","title":"KLOD: Locality-Preserving Knowledge Editing via Non-Target Distribution Preservation","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2609.08067","title":"Popular Knowledge Propagates More Errors in LLM Knowledge Updating","created":"2026-09-08","cited_by_count":0,"area":null},{"id":"2609.32818","title":"When Can First-Order Models of Fine-Tuning Bound Forgetting?","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.38543","title":"MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}