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Knowledge Editing

459 directly classified papers

Papers per year

Papers

A Unified Framework for Model Editing EMNLP 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
Robust and Scalable Model Editing for Large Language Models COLING 2024
AI Evaluation Authorities: A Case Study Mapping Model Audits to Persistent Standards AAAI 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models 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
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024
Model Editing by Standard Fine-Tuning ACL 2024
History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024
Enhancing Court View Generation with Knowledge Injection and Guidance COLING 2024
Long-form evaluation of model editing NAACL 2024
Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024
Correcting Language Model Outputs by Editing Salient Layers EACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024
Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024