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Knowledge Editing

180 directly classified papers

Papers per year

Papers

Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024

“Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024

Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024

Consecutive Batch Model Editing with HooK Layers EMNLP 2024

Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024

Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024

Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024

Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing EMNLP 2024

Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024

Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024

Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024

Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024

RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024

Updating Large Language Models’ Memories with Time Constraints EMNLP 2024

Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024

Cross-lingual Editing in Multilingual Language Models EACL 2024

A Unified Framework for Model Editing EMNLP 2024

Knowledge Graph Completion by Intermediate Variables Regularization NIPS 2024

ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling IJCAI 2024

Memorizing Documents with Guidance in Large Language Models IJCAI 2024

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

Aligning Large Language Models with Representation Editing: A Control Perspective NIPS 2024