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EasyEdit zjunlp

264

2.2k

mit

24

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

Created 2023-05-09

1,287 commits to main branch, last one 5 days ago

KnowledgeEditingPapers zjunlp

71

1.0k

mit

27

Must-read Papers on Knowledge Editing for Large Language Models.

rome paper knowlm review survey easyedit paper-list awsome-list model-editing foundation-models knowledge-editing pre-trained-model large-language-models natural-language-processing pre-trained-language-models

Created 2022-12-06

245 commits to main branch, last one 25 days ago

modelcomponents MadryLab

8

138

mit

3

Decomposing and Editing Predictions by Modeling Model Computation

pytorch attribution model-editing interpretability mechanistic-interpretability

Created 2024-04-17

12 commits to main branch, last one 9 months ago

KnowledgeCircuits zjunlp

9

135

mit

8

[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

circuit transformer hallucination model-editing interpretability knowledge-edting knowledge-circuit knowledge-editing large-language-models artificial-intelligence natural-language-processing

Created 2024-01-16

48 commits to main branch, last one about a month ago

AdaMerging EnnengYang

5

72

mit

2

AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

model-fusion model-editing model-merging multi-task-learning test-time-adaptation

Created 2023-09-29

34 commits to main branch, last one 5 months ago

GS-LoRA bjzhb666

4

62

mit

4

Continual Forgetting for Pre-trained Vision Models (CVPR 2024)

editing forgetting unlearning casia-webface model-editing face-transformer continual-learning machine-unlearning continual-forgetting

Created 2023-07-15

9 commits to master branch, last one 2 months ago

RepresentationSurgery EnnengYang

3

42

mit

2

Representation Surgery for Multi-Task Model Merging. ICML, 2024.

model-fusion model-editing model-merging multi-task-learning

Created 2024-02-04

15 commits to main branch, last one 5 months ago

KnowUnDo zjunlp

1

40

mit

4

[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

dataset memflex knowundo benchmark unlearning localization model-editing knowledge-editing knowledge-unlearning large-language-models artificial-intelligence natural-language-processing

Created 2024-06-18

23 commits to main branch, last one 2 months ago

LTE YJiangcm

3

35

apache-2.0

1

[ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing

qwen llama model-editing knowledge-editing large-language-models

Created 2024-02-10

48 commits to master branch, last one 7 months ago

EasyDetect zjunlp

2

30

apache-2.0

4

[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

aigc knowlm easydetect generation multimodal generative-ai hallucination model-editing knowledge-graph knowledge-editing large-language-models artificial-intelligence hallucination-detection natural-language-processing multimodal-large-language-models

Created 2024-04-20

41 commits to main branch, last one about a month ago