@article{curieevaluatingllmsonmultitaskscientific, title = {CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning}, author = {HAO CUI and Zahra Shamsi and Gowoon Cheon and Xuejian Ma and Shutong Li and Maria Tikhanovskaya and Peter Norgaard and Nayantara Mudur and Martyna Plomecka and Paul Raccuglia and Yasaman Bahri and Victor V. Albert and Pranesh Srinivasan and Haining Pan and Philippe Faist and Brian Rohr and Ekin Dogus Cubuk and Muratahan Aykol and Amil Merchant and Michael J. Statt and Dan Morris and Drew Purves and Elise Kleeman and Ruth Alcantara and Matthew Abraham and Muqthar Mohammad and Ean Phing VanLee and Chenfei Jiang and Elizabeth Dorfman and Eun-Ah Kim and Michael P Brenner and Viren Jain and Sameera Ponda and Subhashini Venugopalan}, year = {2025}, eprint = {2503.13517}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.13517v2}, }