Mayee F. Chen

Most-cited papers

1. Ask Me Anything: A simple strategy for prompting language models

   Simran Arora, A. Narayan, Mayee F. Chen, Laurel J. Orr +5 more

   2022International Conference on Learning Representations282 citations Open access

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2. Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models

   Mayee F. Chen, N. Roberts, K. Bhatia, Jue Wang +3 more

   2023Neural Information Processing Systems148 citations Open access

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3. Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods

   Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah Hooper +2 more

   2020International Conference on Machine Learning140 citations

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4. Mandoline: Model Evaluation under Distribution Shift

   Mayee F. Chen, Karan Goel, N. Sohoni, Fait Poms +2 more

   2021International Conference on Machine Learning88 citations

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5. Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning

   Mayee F. Chen, Daniel Y. Fu, A. Narayan, Michael Zhang +3 more

   2022International Conference on Machine Learning63 citations Open access

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6. Smoothie: Label Free Language Model Routing

   Neel Guha, Mayee F. Chen, Trevor Chow, Ishan S. Khare +1 more

   2024Neural Information Processing Systems45 citations

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7. Aioli: A Unified Optimization Framework for Language Model Data Mixing

   Mayee F. Chen, Michael Y Hu, Nicholas Lourie, Kyunghyun Cho +1 more

   2024International Conference on Learning Representations41 citations

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8. An Adversarial Model of Network Disruption: Maximizing Disagreement and Polarization in Social Networks

   Mayee F. Chen, Miklós Z. Rácz

   2022IEEE Transactions on Network Science and Engineering34 citations Open access

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9. Shrinking the Generation-Verification Gap with Weak Verifiers

   Jon Saad-Falcon, E. K. Buchanan, Mayee F. Chen, Tzu-Heng Huang +8 more

   2025arXiv.org26 citations

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10. Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision

    Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang +3 more

    2022Conference on Uncertainty in Artificial Intelligence22 citations Open access

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11. Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity

    Khaled Saab, Sarah Hooper, Mayee F. Chen, Michael Zhang +2 more

    2022Machine Learning in Health Care18 citations

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12. Effect of rotational grazing on plant and animal production.

    Mayee F. Chen, Jun-Ping Shi

    2017Mathematical biosciences and engineering : MBE14 citations Open access

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13. A case for reframing automated medical image classification as segmentation

    Sarah Hooper, Mayee F. Chen, Khaled Saab, Kush Bhatia +2 more

    2023Neural Information Processing Systems13 citations

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14. TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

    Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré

    2022Findings13 citations Open access

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15. The Details Matter: Preventing Class Collapse in Supervised Contrastive Learning

    Daniel Y. Fu, Mayee F. Chen, Michael Zhang, Kayvon Fatahalian +1 more

    2022AAAI Workshop on Artificial Intelligence with Biased or Scarce Data (AIBSD)12 citations Open access

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16. Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation

    Mayee F. Chen, Benjamin Cohen-Wang, Stephen O. Mussmann, Frederic Sala +1 more

    2021International Conference on Artificial Intelligence and Statistics10 citations

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17. Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings

    Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu +4 more

    2020arXiv.org10 citations

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18. Resonant anomaly detection with multiple reference datasets

    Mayee F. Chen, B. Nachman, Frederic Sala

    2022Journal of High Energy Physics9 citations Open access

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19. Network disruption: maximizing disagreement and polarization in social networks

    Mayee F. Chen, Miklós Z. Rácz

    2020arXiv.org9 citations

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20. Weaver: Shrinking the Generation-Verification Gap by Scaling Compute for Verification

    Jon Saad-Falcon, E. K. Buchanan, Mayee F. Chen, Tzu-Heng Huang +8 more

    2025Neural Information Processing Systems7 citations

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21. Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification

    Neel Guha, Mayee F. Chen, K. Bhatia, Azalia Mirhoseini +2 more

    2023Neural Information Processing Systems6 citations Open access

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22. Cookbook: A framework for improving LLM generative abilities via programmatic data generating templates

    A. Narayan, Mayee F. Chen, Kush Bhatia, Christopher Ré

    2024arXiv.org5 citations

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23. Efficient GCD Computation for Big Integers on Xeon Phi Coprocessor

    Jing Chen, W. Watson, Mayee F. Chen

    20142014 9th IEEE International Conference on Networking, Architecture, and Storage3 citations

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24. Lecture Notes on Weak Supervision

    Mayee F. Chen, Frederic Sala, C. Ré

    20191 citations

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25. Olmo 3

    Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, David W. Graham +63 more

    20250 citations

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26. Olmo 3

    Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, David Graham +63 more

    2025arXiv.org0 citations

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27. Anomaly Detection with Multiple Reference Datasets

    Mayee F. Chen, B. Nachman, Frederic Sala

    20220 citations

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