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Abstract: The NL2SQL task aims to translate user natural language queries into executable SQL statements, thereby lowering the technical barrier for non-expert users to operate relational databases.
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
Abstract: This research examines the use of heterogeneous tolerance strategies within the H -matrix framework to optimize solver performance for integral equations. The H-matrix method, widely ...
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