| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance | Jun 17, 2024 | knowledge editingModel Editing | —Unverified | 0 |
| MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation | Jun 17, 2024 | knowledge editing | —Unverified | 0 |
| Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts | Jun 16, 2024 | DecoderForm | CodeCode Available | 0 |
| RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning | Jun 16, 2024 | knowledge editingLanguage Modeling | CodeCode Available | 0 |
| DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language Models | Jun 15, 2024 | knowledge editing | CodeCode Available | 0 |
| Knowledge Editing in Language Models via Adapted Direct Preference Optimization | Jun 14, 2024 | knowledge editingWorld Knowledge | —Unverified | 0 |
| Time Sensitive Knowledge Editing through Efficient Finetuning | Jun 6, 2024 | Benchmarkingknowledge editing | CodeCode Available | 0 |
| Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge | Jun 5, 2024 | knowledge editing | CodeCode Available | 0 |
| Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models | Jun 3, 2024 | knowledge editingSurvey | CodeCode Available | 0 |
| Knowledge Circuits in Pretrained Transformers | May 28, 2024 | In-Context Learningknowledge editing | CodeCode Available | 2 |
| Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models | May 24, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top | May 24, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
| Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts | May 19, 2024 | knowledge editing | CodeCode Available | 1 |
| Large Language Model Bias Mitigation from the Perspective of Knowledge Editing | May 15, 2024 | Fairnessknowledge editing | —Unverified | 0 |
| Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning | May 6, 2024 | knowledge editingLifelong learning | CodeCode Available | 1 |
| Detecting Edited Knowledge in Language Models | May 4, 2024 | knowledge editingMisinformation | —Unverified | 0 |
| TAXI: Evaluating Categorical Knowledge Editing for Language Models | Apr 23, 2024 | knowledge editingMultiple-choice | CodeCode Available | 0 |
| DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs | Apr 10, 2024 | Benchmarkingknowledge editing | CodeCode Available | 0 |
| MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models | Apr 7, 2024 | Benchmarkingknowledge editing | CodeCode Available | 0 |
| Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness | Mar 30, 2024 | knowledge editing | —Unverified | 0 |
| Multi-hop Question Answering under Temporal Knowledge Editing | Mar 30, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
| Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs | Mar 30, 2024 | knowledge editingNavigate | —Unverified | 0 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing | Mar 23, 2024 | knowledge editingKnowledge Graphs | —Unverified | 0 |
