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Knowledge Editing

180 directly classified papers

Papers per year

Papers

Stealth edits to large language models NIPS 2024

Black-Box Forgetting NIPS 2024

PMET: Precise Model Editing in a Transformer AAAI 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

Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024

Local Contrastive Editing of Gender Stereotypes EMNLP 2024

Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024

Steering Llama 2 via Contrastive Activation Addition ACL 2024

Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024

Knowledge Editing of Large Language Models Unconstrained by Word Order ACL 2024

Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024

VBD_NLP at SemEval-2023 Task 2: Named Entity Recognition Systems Enhanced by BabelNet and Wikipedia ACL 2023

Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023

Decouple knowledge from paramters for plug-and-play language modeling ACL 2023

Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts ACL 2023

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023

DUnE: Dataset for Unified Editing EMNLP 2023

Improving Sequential Model Editing with Fact Retrieval EMNLP 2023

Robust Concept Erasure via Kernelized Rate-Distortion Maximization NIPS 2023

Propagating Knowledge Updates to LMs Through Distillation NIPS 2023

Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NIPS 2023