| Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks | Jan 31, 2024 | counterfactualknowledge editing | —Unverified | 0 |
| REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | May 25, 2025 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models | Aug 27, 2024 | knowledge editingRelation | —Unverified | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection | Aug 28, 2024 | Code Generationknowledge editing | —Unverified | 0 |
| Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding | Jun 18, 2024 | Information Retrievalknowledge editing | —Unverified | 0 |
| Safety Alignment via Constrained Knowledge Unlearning | May 24, 2025 | knowledge editingSafety Alignment | —Unverified | 0 |
| See the Unseen: Better Context-Consistent Knowledge-Editing by Noises | Jan 15, 2024 | knowledge editing | —Unverified | 0 |
| Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy | May 29, 2023 | Answer GenerationArticles | —Unverified | 0 |
| Semantic Similarity Measures Applied to an Ontology for Human-Like Interaction | Jan 18, 2014 | Descriptiveknowledge editing | —Unverified | 0 |
| StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models | Sep 16, 2024 | knowledge editingQuestion Answering | —Unverified | 0 |
| The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights | Aug 5, 2024 | knowledge editingReverse Dictionary | —Unverified | 0 |
| Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering | Aug 24, 2024 | knowledge editingOpen-Domain Question Answering | —Unverified | 0 |
| Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications | Nov 10, 2023 | knowledge editingRetrieval | —Unverified | 0 |
| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —Unverified | 0 |
| Understanding the Limits of Lifelong Knowledge Editing in LLMs | Mar 7, 2025 | Benchmarkingknowledge editing | —Unverified | 0 |
| UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models | May 18, 2025 | Diversityknowledge editing | —Unverified | 0 |
| Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning | Mar 1, 2025 | knowledge editing | —Unverified | 0 |
| Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models | Nov 19, 2024 | knowledge editing | —Unverified | 0 |
| Understanding Language Model Circuits through Knowledge Editing | Jun 25, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Why Does New Knowledge Create Messy Ripple Effects in LLMs? | Jul 2, 2024 | knowledge editingNegation | —Unverified | 0 |
| "Why" Has the Least Side Effect on Model Editing | Sep 27, 2024 | Experimental Designknowledge editing | —Unverified | 0 |
| Keys to Robust Edits: from Theoretical Insights to Practical Advances | Oct 12, 2024 | knowledge editingSpecificity | —Unverified | 0 |
| Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble | Dec 30, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Knowledge Editing for Large Language Models: A Survey | Oct 24, 2023 | knowledge editingModel Editing | —Unverified | 0 |