Papers by Hiroshi Takahashi
Flowchart-Based Decision Making with Large Language Models (2025.findings-acl)
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| Challenge: | Large language models face significant challenges in interpretability of dialogue flow and reproducibility of expert knowledge. |
| Approach: | They propose a method that extracts flowcharts from dialogue data and incorporates them into large language models to improve interpretability and reproducibility. |
| Outcome: | The proposed method reconstructs expert decision-making paths with high precision and recall scores on dialogue datasets. |