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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

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
A Unified Framework for Model Editing EMNLP 2024
Improving Large Language Models in Event Relation Logical Prediction ACL 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models ACL 2024
Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024
Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024
Detoxifying Large Language Models via Knowledge Editing ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024
InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024
Model Editing at Scale leads to Gradual and Catastrophic Forgetting ACL 2024
TAXI: Evaluating Categorical Knowledge Editing for Language Models ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
Retrieval-Augmented Multilingual Knowledge Editing ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
“Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024
Dissecting Recall of Factual Associations in Auto-Regressive Language Models EMNLP 2023
Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023
Can We Edit Multimodal Large Language Models? EMNLP 2023