Knowledge Editing

Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models NeurIPS 2023 Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023 DUnE: Dataset for Unified Editing EMNLP 2023 Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023 Editing Common Sense in Transformers EMNLP 2023 Editing Large Language Models: Problems, Methods, and Opportunities EMNLP 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023 Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023 garNER at SemEval-2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition SemEval 2023 Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining EMNLP 2023 How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023 Improving Sequential Model Editing with Fact Retrieval EMNLP 2023 Knowledge-Augmented Language Model Verification EMNLP 2023 Language Anisotropic Cross-Lingual Model Editing ACL 2023 Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP 2023 Mass-Editing Memory in a Transformer ICLR 2023 Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023 MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP 2023 On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking ACL 2023 Parallel Neurosymbolic Integration with Concordia ICML 2023 PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023 Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023 Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations EMNLP 2023