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Sang Michael Xie's picture

Sang Michael Xie

sangmichaelxie
hongjian's profile picture 21world's profile picture
·
https://cs.stanford.edu/~eix
  • sangmichaelxie
  • sangmichaelxie

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Stanford CRFM's profile picture lawinstruct's profile picture

authored 8 papers almost 2 years ago

Data Selection for Language Models via Importance Resampling

Paper • 2302.03169 • Published Feb 6, 2023

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021

An Explanation of In-context Learning as Implicit Bayesian Inference

Paper • 2111.02080 • Published Nov 3, 2021 • 1

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation

Paper • 2204.00570 • Published Apr 1, 2022

Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning

Paper • 2106.09226 • Published Jun 17, 2021

Reward Design with Language Models

Paper • 2303.00001 • Published Feb 27, 2023

Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models

Paper • 2210.14199 • Published Oct 25, 2022
authored a paper about 2 years ago

DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining

Paper • 2305.10429 • Published May 17, 2023 • 3
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