Papers by Kushal Jain
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning (2025.findings-acl)
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| Challenge: | Language models can solve complex reasoning tasks better by learning to generate rationales for their predictions. |
| Approach: | They propose to use a larger model to guide smaller models to start . this allows them to generate rationales for their predictions when correct . |
| Outcome: | The proposed method improves performance on multistep reasoning datasets over multiple smaller models. |