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Knowledge Editing

459 papers

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Papers

A Unified Framework for Model Editing EMNLP 2024
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy EMNLP 2024
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024
Long-form evaluation of model editing NAACL 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge NAACL 2024
Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German NAACL 2024
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NIPS 2023
Propagating Knowledge Updates to LMs Through Distillation NIPS 2023
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NIPS 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding NIPS 2023
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023
Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023
The Web Can Be Your Oyster for Improving Language Models ACL 2023
Language Anisotropic Cross-Lingual Model Editing ACL 2023
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023
Decouple knowledge from paramters for plug-and-play language modeling ACL 2023
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023
On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking ACL 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023
Knowledge-Augmented Language Model Verification EMNLP 2023
DUnE: Dataset for Unified Editing EMNLP 2023