Unverified50% confidenceFactExact time
The experiments compared six merging methods under two settings: unified rank and domain-specific optimal rank.
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Long-term
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11/5/2026
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UnverifiedThe experiment should use an annotated question set, repeat the comparison with multiple different distractor orders, and cover different context lengths.78% similarUnverifiedThe experiments were tested across six heterogeneous benchmarks.76% similarUnverifiedThe study compares five budget-matched continuous optimizers (including a hybrid swarm optimization with L-BFGS-B refinement) against the candidate-pool method, covering 11 problems (dimensions from 2 to 100).72% similarUnverifiedThe hybrid sampling technique in the paper may be borrowed for other combinatorial optimization problems.72% similarUnverifiedThe research team selected 8 models spanning different capability tiers and conducted cross-evaluations across 54 benchmarks72% similar
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