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CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning

Hao Cui, Zahra Shamsi, Gowoon Cheon, Xuejian Ma, Shutong Li, Maria Tikhanovskaya, Peter Christian Norgaard, Nayantara Mudur, Martyna Beata Plomecka, Paul Raccuglia, Yasaman Bahri, Victor V. Albert, Pranesh Srinivasan, Haining Pan, Philippe Faist, Brian Rohr, Michael J. Statt, Dan Morris 0001, Drew Purves, Elise Kleeman, et al.. CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. OpenReview.net, 2025. [doi]

Authors

Hao Cui

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Zahra Shamsi

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Gowoon Cheon

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Xuejian Ma

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Shutong Li

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Maria Tikhanovskaya

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Peter Christian Norgaard

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Nayantara Mudur

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Martyna Beata Plomecka

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Paul Raccuglia

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Yasaman Bahri

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Victor V. Albert

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Pranesh Srinivasan

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Haining Pan

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Philippe Faist

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Brian Rohr

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Michael J. Statt

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Dan Morris 0001

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Drew Purves

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Elise Kleeman

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et al.

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