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Knowledge Editing

459 directly classified papers

Papers per year

Papers

Knowledge-Augmented Language Model Verification EMNLP 2023
DUnE: Dataset for Unified Editing EMNLP 2023
Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023
Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023
Editing Common Sense in Transformers EMNLP 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances EMNLP 2023
Editing Large Language Models: Problems, Methods, and Opportunities EMNLP 2023
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining EMNLP 2023
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP 2023
PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023
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
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023
Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction EMNLP 2023
Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations EMNLP 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding NIPS 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP 2023
KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding ACL 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models EMNLP 2022
Locating and Editing Factual Associations in GPT NIPS 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022