AINeutralarXiv – CS AI · 6h ago6/10
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Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
Researchers propose a novelty-based tree-of-thought search method that improves LLM reasoning by measuring the uniqueness of generated thoughts and pruning redundant branches. The approach reduces overall token costs while maintaining performance on reasoning and planning benchmarks, addressing brittleness issues in current advanced LLM techniques.