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nlp:knowledge_editing

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nlp:knowledge_editing [2025/05/16 05:10] – [Papers] jmflanignlp:knowledge_editing [2025/05/31 07:49] (current) – [Papers] jmflanig
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   * [[https://arxiv.org/pdf/2202.05262.pdf|Meng et al 2022 - Locating and Editing Factual Associations in GPT]] Introduces ROME   * [[https://arxiv.org/pdf/2202.05262.pdf|Meng et al 2022 - Locating and Editing Factual Associations in GPT]] Introduces ROME
   * [[https://arxiv.org/pdf/2210.07229|Meng at el 2022 - Mass-Editing Memory in a Transformer]] Follow-up work of [[https://arxiv.org/pdf/2202.05262.pdf|Meng 2022]] allowing editing many facts at once.  Great paper.  Also shows that factual knowledge is distributed in the MLP layers   * [[https://arxiv.org/pdf/2210.07229|Meng at el 2022 - Mass-Editing Memory in a Transformer]] Follow-up work of [[https://arxiv.org/pdf/2202.05262.pdf|Meng 2022]] allowing editing many facts at once.  Great paper.  Also shows that factual knowledge is distributed in the MLP layers
 +  * [[https://arxiv.org/pdf/2505.22120|Wang et al 2025 - LoKI: Low-damage Knowledge Implanting of Large Language Models]] Connects mechanistic insights into LLM knowledge storage with editing.
  
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nlp/knowledge_editing.1747372202.txt.gz · Last modified: 2025/05/16 05:10 by jmflanig
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