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Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
Angelica Chen, Samuel D. Stanton, Frances Ding, Robert G. Alberstein, Andrew M. Watkins, Richard Bonneau, Vladimir Gligorijević, Kyunghyun Cho, Nathan C. Frey
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Anticipating Performativity by Predicting from Predictions
Celestine Mendler-Dunner, Frances Ding, Yixin Wang
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Grounding Representation Similarity with Statistical Testing
Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt
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Retiring Adult: New Datasets for Fair Machine Learning
Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt
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