knowledge editing

283 papers

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Also known as

IKE KME UKE KE

Co-occurring keywords

large language model (12755) model editing (155) language model (4573) factual knowledge (128) machine unlearning (270) question answering (2904) knowledge update (24) knowledge graph (1795) retrieval-augmented generation (1459) knowledge updating (33)

Papers

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024

Consecutive Batch Model Editing with HooK Layers EMNLP 2024

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024

Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024

RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024

LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024

Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024

Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024

AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024

FAME: Towards Factual Multi-Task Model Editing EMNLP 2024

On the Robustness of Editing Large Language Models EMNLP 2024

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024

Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024

Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024

Editing Conceptual Knowledge for Large Language Models EMNLP 2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024

Knowledge Editing in Language Models via Adapted Direct Preference Optimization EMNLP 2024

Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024

DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024

Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024

Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024

Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024