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cs.LG2025
The Transparent Earth: A Multimodal Foundation Model for the Earth's Subsurface
Arnab Mazumder, Javier E. Santos, Noah Hobbs +2
We present the Transparent Earth, a transformer-based architecture for reconstructing subsurface properties from heterogeneous datasets that vary in sparsity, resolution, and modal…
cs.LG2024
Benchmarking Large Language Models with Integer Sequence Generation Tasks
Daniel O'Malley, Manish Bhattarai, Nishath Rajiv Ranasinghe +2
We present a novel benchmark designed to rigorously evaluate the capabilities of large language models (LLMs) in mathematical reasoning and algorithmic code synthesis tasks. The be…