Beyond Pattern Recognition: Probing Mental Representations of LMs

1 code implementation • 23 Feb 2025 • Moritz Miller, Kumar Shridhar

Language Models (LMs) have demonstrated impressive capabilities in solving complex reasoning tasks, particularly when prompted to generate intermediate explanations.

First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning

no code implementations • 14 Nov 2023 • Kushal Jain, Moritz Miller, Niket Tandon, Kumar Shridhar

Language models can solve complex reasoning tasks better by learning to generate rationales for their predictions.

GSM8K Math +1