Reasoning Capabilities

Enhancing logical reasoning, planning, and problem-solving in LLMs.

Overview

Research into improving higher-order cognitive abilities of language models.

Key Areas

Chain-of-Thought

• Step-by-step reasoning processes
• Self-consistency methods

Mathematical Reasoning

• Formal mathematics
• Arithmetic capabilities

Logical Reasoning

• Deductive and inductive reasoning
• Commonsense reasoning