Knowledge Editing

Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024 Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024 Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024 Large Language Model Unlearning via Embedding-Corrupted Prompts NeurIPS 2024 Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models NeurIPS 2024 Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024 Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024 LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024 Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German NAACL 2024 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 Long-form evaluation of model editing NAACL 2024 Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024 Massive Editing for Large Language Models via Meta Learning ICLR 2024 MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024 MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024 Model Editing at Scale leads to Gradual and Catastrophic Forgetting ACL 2024 Model Editing by Standard Fine-Tuning ACL 2024 Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024 Monotonic Representation of Numeric Attributes in Language Models ACL 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024 NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge NAACL 2024