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2020 – today

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2024
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  - journals/corr/abs-2405-20541
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  - https://dblp.org/rec/journals/corr/abs-2405-20541
Zachary Ankner, Cody Blakeney, Kartik Sreenivasan, Max Marion, Matthew L. Leavitt, Mansheej Paul:
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models. CoRR abs/2405.20541 (2024)
2023
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Max Marion, Ahmet Üstün, Luiza Pozzobon, Alex Wang, Marzieh Fadaee, Sara Hooker:
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale. CoRR abs/2309.04564 (2023)

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