Can We Edit Factual Knowledge by In-Context Learning?

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

22 May 2023

Ce Zheng

Lei Li

Qingxiu Dong

Zhiyong Wu

ArXiv (abs)PDF HTML Github (41★)

Papers citing "Can We Edit Factual Knowledge by In-Context Learning?"

50 / 199 papers shown

EvoEdit: Lifelong Free-Text Knowledge Editing through Latent Perturbation Augmentation and Knowledge-driven Parameter Fusion

339

04 Dec 2025

Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing

251

30 Nov 2025

Representation Interventions Enable Lifelong Unstructured Knowledge Control

170

25 Nov 2025

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning

266

25 Nov 2025

Uncovering and Mitigating Transient Blindness in Multimodal Model Editing

Víctor Gutiérrez-Basulto

Jeff Z. Pan

149

17 Nov 2025

MolEdit: Knowledge Editing for Multimodal Molecule Language Models

355

16 Nov 2025

Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing

196

16 Nov 2025

Can Fine-Tuning Erase Your Edits? On the Fragile Coexistence of Knowledge Editing and Adaptation

574

08 Nov 2025

MemEIC: A Step Toward Continual and Compositional Knowledge Editing

314

29 Oct 2025

Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs

356

25 Oct 2025

Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization

166

24 Oct 2025

MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models

...

215

22 Oct 2025

SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models

...

181

19 Oct 2025

EditMark: Watermarking Large Language Models based on Model Editing

231

18 Oct 2025

DSCD: Large Language Model Detoxification with Self-Constrained Decoding

101

15 Oct 2025

Is Model Editing Built on Sand? Revealing Its Illusory Success and Fragile Foundation

124

01 Oct 2025

Energy-Regularized Sequential Model Editing on Hyperspheres

220

01 Oct 2025

KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning

188

01 Oct 2025

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

213

30 Sep 2025

Consistency-Aware Parameter-Preserving Knowledge Editing Framework for Multi-Hop Question Answering

179

23 Sep 2025

Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition

113

09 Sep 2025

HAVE: Head-Adaptive Gating and ValuE Calibration for Hallucination Mitigation in Large Language Models

08 Sep 2025

Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs

154

06 Sep 2025

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction

217

31 Aug 2025

Decomposing and Revising What Language Models Generate

124

31 Aug 2025

Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning

153

27 Aug 2025

KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration

135

12 Aug 2025

A Dual-Axis Taxonomy of Knowledge Editing for LLMs: From Mechanisms to Functions

Amir Mohammad Salehoof

Ali Ramezani

Yadollah Yaghoobzadeh

Majid Nili Ahmadabadi

KELM

143

12 Aug 2025

MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA

148

09 Aug 2025

MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models

116

07 Aug 2025

Aligning Language Models with Real-time Knowledge Editing

141

02 Aug 2025

Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities

136

02 Aug 2025

Latent Knowledge Scalpel: Precise and Massive Knowledge Editing for Large Language Models

182

01 Aug 2025

NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database

167

24 Jul 2025

Retention analysis of edited knowledge after fine-tuning

Fufang Wen

Shichang Zhang

KELM

188

14 Jul 2025

An Exploration of Knowledge Editing for Arabic

181

13 Jul 2025

Knowledge Fusion via Bidirectional Information Aggregation

130

11 Jul 2025

Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm

280

25 Jun 2025

DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models

314

16 Jun 2025

Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs

255

16 Jun 2025

Brewing Knowledge in Context: Distillation Perspectives on In-Context Learning

Chengye Li

Haiyun Liu

Yuanxi Li

244

13 Jun 2025

Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data

188

11 Jun 2025

PropMEND: Hypernetworks for Knowledge Propagation in LLMs

149

10 Jun 2025

Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness

...

514

06 Jun 2025

Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing

372

04 Jun 2025

Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation

307

03 Jun 2025

ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs

239

02 Jun 2025

Toward a Theory of Agents as Tool-Use Decision-Makers

330

01 Jun 2025

COMPKE: Complex Question Answering under Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

289

01 Jun 2025

ScEdit: Script-based Assessment of Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

...

255

29 May 2025