Papers by Mahavir Dabas
DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking (2025.findings-naacl)
Copied to clipboard
| Challenge: | Existing work on improving language model reasoning typically explores a single solution path, which can be prone to errors. |
| Approach: | They propose a novel approach that incorporates diversified viewpoints into existing reasoning methods to improve their reasoning performance. |
| Outcome: | The proposed approach can be flexibly integrated into existing models that focus on a single reasoning approach, enhancing their reasoning performance and stability when presented with paraphrased problems. |