Models pretrained on various obfuscated versions of the same dataset to analyse how the obfuscation affects downstream performance.
Daniel Gallagher
DanielGallagherIRE
AI & ML interests
NLP at the Institute for Applied Informatics in Leipzig, Germany.
Recent Activity
published a dataset about 1 hour ago
DanielGallagherIRE/fwedu20b-E1-mutual-information updated a collection about 7 hours ago
Obfuscated ModernBERT updated a dataset 2 days ago
DanielGallagherIRE/fwedu20b-E1-scramble-BoWOrganizations
Encoder models trained on obfuscated versions of the fineweb-edu-1B dataset, as part of the InfAI CORAL project.
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-original
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-scramble-reverse-head
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-noun-pos
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-noun-propn
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-10
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-7.5
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-5
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-2.5
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Models pretrained on various obfuscated versions of the same dataset to analyse how the obfuscation affects downstream performance.
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-10
0.1B • Updated • 4 -
DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-7.5
0.1B • Updated • 1 -
DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-5
0.1B • Updated • 1 -
DanielGallagherIRE/obfuscated-bert-fineweb-1B-30K-MI-2.5
0.1B • Updated • 1
Encoder models trained on obfuscated versions of the fineweb-edu-1B dataset, as part of the InfAI CORAL project.
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-original
0.1B • Updated • 3 -
DanielGallagherIRE/obfuscated-bert-fineweb-1B-scramble-reverse-head
0.1B • Updated • 2 -
DanielGallagherIRE/obfuscated-bert-fineweb-1B-noun-pos
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DanielGallagherIRE/obfuscated-bert-fineweb-1B-noun-propn
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