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Knowledge Editing

196 papers

Papers per year

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Papers

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large 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
Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination ACL 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024
Steering Llama 2 via Contrastive Activation Addition ACL 2024
RDRec: Rationale Distillation for LLM-based Recommendation 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
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024
Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024
Large Language Models Relearn Removed Concepts 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
Cross-lingual Editing in Multilingual Language Models EACL 2024