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Knowledge Editing

459 papers

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Papers

AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024
FAME: Towards Factual Multi-Task Model Editing EMNLP 2024
On the Robustness of Editing Large Language Models EMNLP 2024
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models EMNLP 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024
Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Editing Conceptual Knowledge for Large Language Models EMNLP 2024
Privacy Evaluation Benchmarks for NLP Models EMNLP 2024
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models EMNLP 2024
Knowledge Editing in Language Models via Adapted Direct Preference Optimization EMNLP 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering EMNLP 2024
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024
Knowledge-based Consistency Testing of Large Language Models EMNLP 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual 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