Fares Nabil Ibrahim
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126
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AI×1
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2026
Anchorless Diversification for Parallel LLM Ideation
The paper compares anchorless methods for diversifying LLM-generated idea pools against traditional anchor-dependent methods, finding that semantic direction stratification offers the best balance of diversity, quality, and computational efficiency.
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