Knowledge Editing

Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024 On the Robustness of Editing Large Language Models EMNLP 2024 Patent Response System Optimised for Faithfulness: Procedural Knowledge Embodiment with Knowledge Graph and Retrieval Augmented Generation ACL 2024 PMET: Precise Model Editing in a Transformer AAAI 2024 PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 Privacy Evaluation Benchmarks for NLP Models EMNLP 2024 Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024 Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering EMNLP 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024 Retrieval-Augmented Multilingual Knowledge Editing ACL 2024 Robust and Scalable Model Editing for Large Language Models COLING 2024 RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024 RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models NeurIPS 2024 SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024 Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective ICLR 2024 Should We Really Edit Language Models? On the Evaluation of Edited Language Models NeurIPS 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024 Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024 SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024 Stealth edits to large language models NeurIPS 2024 StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024 TAXI: Evaluating Categorical Knowledge Editing for Language Models ACL 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024