Papers by Sutanay Choudhury
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design (2023.findings-emnlp)
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| Challenge: | a goal-driven combinatorial search using large language models has not been explored in detail. |
| Approach: | They propose a Monte Carlo Tree Search-based approach that improves beyond state-of-the-art chain-of thought prompting variants to augment scientific reasoning. |
| Outcome: | The proposed approach improves over the best baseline by 25.8% and can augment scientist’s reasoning and discovery process with novel insights. |