Tag: LLM reasoning
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ReaComp: Efficient Program Synthesis Using Symbolic Solvers
Discover how ReaComp compiles LLM reasoning into symbolic solvers, boosting accuracy and efficiency in program synthesis without costly LLM calls.
Novelty-Based Tree-of-Thought Search for LLM Planning
Discover how Novelty-based Tree-of-Thought Search improves LLM reasoning and planning by enhancing efficiency and reducing resource use.
ReFlect: Boosting Long-Horizon Reasoning in LLMs
Discover ReFlect, a novel system that enhances complex long-horizon reasoning and self-correction in large language models without extra training.
Agent-Enhanced LLMs for Real-Time UAV Swarm Control
Discover how agent-enhanced LLMs enable natural language mission commands and autonomous real-time control of UAV swarms with improved reliability.
Process Reward Models for Large Language Models Survey
Explore Process Reward Models in LLMs, from outcome signals to process supervision, enhancing reasoning and alignment in AI systems.