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cs.LG2026
ExtractBench: A Benchmark and Evaluation Methodology for Complex Structured Extraction
Nick Ferguson, Josh Pennington, Narek Beghian +4
Unstructured documents like PDFs contain valuable structured information, but downstream systems require this data in reliable, standardized formats. LLMs are increasingly deployed…
cs.LG2025
SLA-MORL: SLA-Aware Multi-Objective Reinforcement Learning for HPC Resource Optimization
Seraj Al Mahmud Mostafa, Aravind Mohan, Jianwu Wang
Dynamic resource allocation for machine learning workloads in cloud environments remains challenging due to competing objectives of minimizing training time and operational costs w…