KnowledgeEditingPapers
Must-read Papers on Knowledge Editing for Large Language Models
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Decision brief
A specialized collection of foundational papers and reports that delve into the editing and manipulation of knowledge within large language models, making it a valuable resource for researchers looking to understand and斧
Good fit when
- You are specifically interested in recent advancements in knowledge editing techniques for large language models.
- You want access to detailed tutorials and resources focused on how knowledge is managed and edited in LLMs.
Avoid when
- You are looking for a broad overview of machine learning or AI in general, as this repository focuses narrowly on knowledge editing within large language models.
- If you seek practical tooling or implementation guidance rather than theoretical insights and review papers.
- Hosting:
- unknown
Observed Jul 11, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
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- As of 2w
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- As of 2w
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Install
git clone https://github.com/zjunlp/KnowledgeEditingPapersSimilar tools
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Overview
A collection of papers focusing on the editing and manipulation of knowledge within Large Language Models, exploring various mechanisms, fusion techniques, and advancements in understanding large language model capabilities.
Capability facts
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README
Knowledge Editing for LLMs Papers
Must-read papers on knowledge editing for large language models.
🔔 News
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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.
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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.
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2024-05-16 Our paper "Detoxifying Large Language Models via Knowledge Editing" has been accepted by ACL 2024.
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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
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2024-12-09 Our paper "Editing Language Model-based Knowledge Graph Embeddings?" has been accepted by AAAI 2024.
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2023-11-18 We will provide a tutorial on Knowledge Editing for Large Language Models at COLING 2024.
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2023-10-25 We will provide a tutorial on Knowledge Editing for Large Language Models at AAAI 2024.
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2023-10-22 Our paper "Can We Edit Multimodal Large Language Models?" has been accepted by EMNLP 2023.
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2023-10-08 Our paper "Editing Large Language Models: Problems, Methods, and Opportunities" has been accepted by EMNLP 2023.
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2023-8-15 We release the paper "EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models."
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2023-07 We release EasyEdit, an easy-to-use knowledge editing framework for LLMs.
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**2023-06 We will provide a tutorial on *[Editing Large Language Models](https://drive.google.com/file/d/1E
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