Papers by Po-Yin Yen
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents (2025.acl-long)
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| Challenge: | Systematic reviews (SRs) are vital for evidence-based practice in high stakes disciplines, such as healthcare. |
| Approach: | They propose a human-centered interactive AI agent powered by large language models that partitions a large literature corpus based on semantics and employs . |
| Outcome: | InsightAgent improves quality of synthesized SRs by 27.2%, reaching 79.7% of human-written quality. |