| LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models | May 25, 2025 | Hallucinationknowledge editing | —Unverified | 0 |
| Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing | Aug 22, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Large Knowledge Model: Perspectives and Challenges | Dec 5, 2023 | knowledge editingKnowledge Graphs | —Unverified | 0 |
| Large Language Model Bias Mitigation from the Perspective of Knowledge Editing | May 15, 2024 | Fairnessknowledge editing | —Unverified | 0 |
| Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs | Feb 20, 2025 | knowledge editingTransfer Learning | —Unverified | 0 |
| Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts | Mar 21, 2024 | Attributeknowledge editing | —Unverified | 0 |
| CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models | May 26, 2025 | Common Sense ReasoningComputational Efficiency | —Unverified | 0 |
| EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries | Feb 17, 2024 | knowledge editing | —Unverified | 0 |
| Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? | May 26, 2025 | In-Context Learningknowledge editing | —Unverified | 0 |
| Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities | Jun 18, 2024 | knowledge editing | —Unverified | 0 |
| Knowledge Editing in Language Models via Adapted Direct Preference Optimization | Jun 14, 2024 | knowledge editingWorld Knowledge | —Unverified | 0 |
| Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top | May 24, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
| LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments | Aug 28, 2024 | knowledge editingKnowledge Graphs | —Unverified | 0 |
| Editing Across Languages: A Survey of Multilingual Knowledge Editing | May 20, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding | Oct 18, 2024 | knowledge editing | —Unverified | 0 |
| Can We Reverse In-Context Knowledge Edits? | Oct 16, 2024 | knowledge editingLanguage Modelling | —Unverified | 0 |
| BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing | May 2, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models | Sep 1, 2024 | knowledge editingTriplet | —Unverified | 0 |
| Disentangling Knowledge Representations for Large Language Model Editing | May 24, 2025 | Disentanglementknowledge editing | —Unverified | 0 |
| Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs | Mar 30, 2024 | knowledge editingNavigate | —Unverified | 0 |
| Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing | May 28, 2025 | Instruction Followingknowledge editing | —Unverified | 0 |
| Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble | Dec 30, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Detecting Edited Knowledge in Language Models | May 4, 2024 | knowledge editingMisinformation | —Unverified | 0 |
| DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise | May 12, 2025 | knowledge editing | —Unverified | 0 |
| Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness | Mar 30, 2024 | knowledge editing | —Unverified | 0 |