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Publications

Our published work.

6 papers across conferences, journals, and preprints.

2025

[Placeholder] Rigorous Evaluation of Large Language Models in Clinical Decision Support

[Lab Member A], [Lab Member B], [Collaborator]

Conference Conference on Health, Inference, and Learning (CHIL), 2025

arXiv Code

[Placeholder] Calibrated Uncertainty for Trustworthy Language Model Predictions

[Lab Member B], [Lab Director]

Conference Neural Information Processing Systems (NeurIPS), 2025

PDF arXiv

2024

[Placeholder] A Benchmark for Compositional Reasoning in Foundation Models

[Lab Member C], [Lab Member A], [Lab Director]

Conference International Conference on Machine Learning (ICML), 2024

arXiv Code DOI

[Placeholder] Grounding Multimodal Language Models in Medical Imaging

[Lab Member A], [Collaborator]

Journal Journal of Machine Learning Research (JMLR), 2024

PDF DOI

[Placeholder] Probing the Robustness of Instruction-Tuned Models

[Lab Member C], [Lab Member B]

Workshop Workshop on Trustworthy ML @ ICLR, 2024

arXiv

2023

[Placeholder] Toward Verifiable Alignment of Frontier Language Models

[Lab Director], [Lab Member A]

Preprint arXiv preprint, 2023

arXiv

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