Method Drift›LLM reasoning / chain-of-thought

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IB-TPO

Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization

LLM reasoning / chain-of-thought · first seen May 27, 2026

current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

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Recent methods in the same sub-problem, not yet superseded in the knowledge base.

IB-TPO Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization
May 27, 2026
Perceval Improving Vision-language Models with Perception-centric Process Reward Models
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CoT-Flow Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models
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