Papers by Ananya Aatreya
MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform (2025.emnlp-main)
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| Challenge: | 108K drug overdose deaths in 2022, according to NIDA . |
| Approach: | They propose a large-scale study of OUD-related myths on YouTube with clinical experts to validate 8 pervasive myths and release an expert-labeled video dataset. |
| Outcome: | The proposed model reduces annotation time and cost by over 76% compared to experts and full LLM labeling. |