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Articles by Sang Michael
[2402.16827] A Survey on Data Selection for Language Models
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
arXiv:2305.10429 (cs) [Submitted on 17 May 2023 (v1), last revised 24 May 2023 (this version, v2)] Download a PDF of the paper titled DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining, by Sang Michael Xie and 9 other authors Download PDF Submission history From: Sang Michael Xie [ view email] [v1] Wed, 17 May 2023 17:58:13 UTC (8,260 KB) [v2] Wed, 24 May 2023 05:13:10 UTC (8,261 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Litmaps Toggle...
[2303.00001] Reward Design with Language Models
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[2211.09110] Holistic Evaluation of Language Models
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
[2211.09110] Holistic Evaluation of Language Models
In just 3 minutes help us understand how you see arXiv.
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