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

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024

Towards Safer Large Language Models through Machine Unlearning ACL 2024

SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024

WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NIPS 2024

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024

DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024

Steering Llama 2 via Contrastive Activation Addition ACL 2024

UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024

Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings EMNLP 2024

Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy EMNLP 2024

Knowledge Circuits in Pretrained Transformers NIPS 2024

Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024

Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024

Instruction-tuned Language Models are Better Knowledge Learners ACL 2024

Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024

Monotonic Representation of Numeric Attributes in Language Models ACL 2024

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024

Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024

Towards Neuron Attributions in Multi-Modal Large Language Models NIPS 2024

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024

Large Language Model Unlearning via Embedding-Corrupted Prompts NIPS 2024

Cross-lingual Editing in Multilingual Language Models EACL 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024