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

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP 2023

Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023

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

Large Language Models with Controllable Working Memory ACL 2023

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

Improving Sequential Model Editing with Fact Retrieval EMNLP 2023

Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023

Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023

Language Anisotropic Cross-Lingual Model Editing ACL 2023

RECKONING: Reasoning through Dynamic Knowledge Encoding NIPS 2023

Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023

Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views EACL 2023

Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NIPS 2023

Propagating Knowledge Updates to LMs Through Distillation NIPS 2023

Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023

DUnE: Dataset for Unified Editing EMNLP 2023

DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023

Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023

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

How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023

Editing Large Language Models: Problems, Methods, and Opportunities EMNLP 2023

Entity Cloze By Date: What LMs Know About Unseen Entities NAACL 2022

Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022

Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022