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Knowledge Editing

459 papers

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Papers

TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models COLING 2024
WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models COLING 2024
Knowledge Editing for Large Language Models COLING 2024
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CONLL 2024
Contextualization Distillation from Large Language Model for Knowledge Graph Completion EACL 2024
Correcting Language Model Outputs by Editing Salient Layers EACL 2024
Cross-lingual Editing in Multilingual Language Models EACL 2024
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024
Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024
Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024
Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024
Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs EMNLP 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
Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024
Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 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
Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024