Knowledge Editing for LLMs Papers

Must-read papers on knowledge editing for large language models.

🔔 News

• New Reports

  Report	Topic	PPT Resource
  NLPCC2024 tutorial	Knowledge Mechanism, Fusion, Editing for LLMs	Google Drive
  Invited Talk	Editing Large Language Models Advancing Machine Understanding and Control	Google Drive
  CCL2024 tutorial	大语言模型知识机理、融合与编辑	Google Drive & BaiduPan
  IJCAI2024 tutorial	Knowledge Editing for Large Language Models	Google Drive
  COLING2024 tutorial	Knowledge Editing for Large Language Models	Google Drive
  北京智源大会	大语言模型知识机理与编辑问题	BaiduPan
  VALSE2024 tutorial	Knowledge Mechanism and Editing for Large Language Models	Google Drive
  AAAI2024 tutorial	Knowledge Editing for Large Language Models	Google Drive

• 2024-09-26 Our paper: "WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models" and "Knowledge Circuits in Pretrained Transformers" have been accepted by NeurIPS 2024. Our papers: "Knowledge Mechanisms in Large Language Models: A Survey and Perspective" and "Editing Conceptual Knowledge for Large Language Models" have been accepted by EMNLP 2024 Findings.

• 2024-07-22 We release a new paper: "Knowledge Mechanisms in Large Language Models: A Survey and Perspective", which reviews how knowledge is acquired, utilized, and evolves in large language models.

• 2024-05-16 Our paper "Detoxifying Large Language Models via Knowledge Editing" has been accepted by ACL 2024.

• 2024-01-03 We release a new paper:"A Comprehensive Study of Knowledge Editing for Large Language Models" with a new benchmark KnowEdit! We are looking forward to any comments or discussions on this topic

• 2024-12-09 Our paper "Editing Language Model-based Knowledge Graph Embeddings?" has been accepted by AAAI 2024.

• 2023-11-18 We will provide a tutorial on Knowledge Editing for Large Language Models at COLING 2024.

• 2023-10-25 We will provide a tutorial on Knowledge Editing for Large Language Models at AAAI 2024.

• 2023-10-22 Our paper "Can We Edit Multimodal Large Language Models?" has been accepted by EMNLP 2023.

• 2023-10-08 Our paper "Editing Large Language Models: Problems, Methods, and Opportunities" has been accepted by EMNLP 2023.

• 2023-8-15 We release the paper "EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models."

• 2023-07 We release EasyEdit, an easy-to-use knowledge editing framework for LLMs.

• **2023-06 We will provide a tutorial on *[Editing Large Language Models](https://drive.google.com/file/d/1E