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Community structures can transform hypergraph partitioning, allowing for superior solutions that escape local optima.
SAG achieves 80.0% Recall@5 on the challenging MuSiQue benchmark, showcasing a breakthrough in multi-hop reasoning without the burden of global graph maintenance.
LLMs can now be rigorously tested on their ability to automatically generate assertions that catch bugs in real-world hardware designs, thanks to a new benchmark that includes buggy RTL variants.
