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Knowledge Editing

459 directly classified papers

Papers per year

Papers

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024
Large Language Model Unlearning via Embedding-Corrupted Prompts NIPS 2024
Knowledge Circuits in Pretrained Transformers NIPS 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
DiffuCOMET: Contextual Commonsense Knowledge Diffusion ACL 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023
Language Anisotropic Cross-Lingual Model Editing ACL 2023
Decouple knowledge from paramters for plug-and-play language modeling ACL 2023
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023
Improving Sequential Model Editing with Fact Retrieval EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023
On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking ACL 2023
The Web Can Be Your Oyster for Improving Language Models ACL 2023
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors NIPS 2023
garNER at SemEval-2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition SEMEVAL 2023
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023
Exploring Knowledge Composition for ESG Impact Type Determination IJCNLP 2023
Parallel Neurosymbolic Integration with Concordia ICML 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
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023