In this Issue:

1. A taxonomy of the most relevant types of LLM reasoning methids.

2. Microsoft’s MathPrompter research that can solve complex math reasoning tasks.

3. Chain of Thought Hub which offers a consistent to evaluate reasoning capabilities in LLMs.

💡 ML Concept of the Day: A Taxonomy to Understand LLM Reasoning Methods

Reasoning is one of the newest and fastest areas of research in the LLM space. Methods such as chain-of-thought(CoT) have become popular within the LLM community but the space of reasoning expands way beyond those techniques. Below, we provide a simple taxonomy to understand the different LLM reasoning methods. However, to understand reasoning in LLMs, it would be helpful to start by understanding the different forms of reasoning. Traditional cognitive research outlines different forms of reasoning based on knowledge:...