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Knowledge Editing

180 directly classified papers

Papers per year

Papers

Knowledge Graph Unlearning with Schema COLING 2025

STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025

Towards a Principled Evaluation of Knowledge Editors ACL 2025

GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025

Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025

Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025

Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025

Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025

Lifelong Model Editing with Graph-Based External Memory ACL 2025

Veracity: An Open-Source AI Fact-Checking System IJCAI 2025

Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025

STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025

Explore What LLM Does Not Know in Complex Question Answering AAAI 2025

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025

GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning IJCNLP 2025

LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025

NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025

Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025

Knowledge Editing through Chain-of-Thought EMNLP 2025

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025

Cross-lingual Editing in Multilingual Language Models EACL 2024

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024