Alibaba Cloud Big Data AI Platform

Dec 12, 2023 · Artificial Intelligence

How CogTree’s Dual‑System Architecture Boosts Small LLM Reasoning

The paper introduces CogTree, a dual‑system cognitive‑tree generation model that combines an Intuition System and a Reflection System to iteratively decompose and verify hypotheses, dramatically improving the accuracy of small 7B language models on complex logical and mathematical reasoning tasks.