【第190期】LLM推理中有前景的方法综述

Seventy3 · Apr 8, 2025 · 20m

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Advancing Reasoning in Large Language Models: Promising Methods and Approaches

Summary

This document provides a survey of techniques aimed at improving the reasoning abilities of Large Language Models (LLMs), which often struggle with complex logical tasks despite their proficiency in natural language processing. The author categorizes these methods into prompting strategies, such as chain-of-thought reasoning, architectural innovations, like retrieval-augmented generation, and learning…