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Knowledge Editing

459 directly classified papers

Papers per year

Papers

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024
Stealth edits to large language models NIPS 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models NIPS 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark NIPS 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024
Detoxifying Large Language Models via Knowledge Editing ACL 2024
Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models 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
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse 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
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024
Knowledge-based Consistency Testing of Large Language Models EMNLP 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
Updating Large Language Models’ Memories with Time Constraints EMNLP 2024
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024