Papers by Quang Trinh
Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit (2024.findings-acl)
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| Challenge: | Our study aims to develop a multi-level, multi-label classification model to analyze online user-generated texts about substance use experiences. |
| Approach: | They propose a taxonomy to assess the nature of posts, including intended connections (Inquisition or Disclosure), subjects (e.g., Recovery, Dependency), and specific objectives (eg. relapse, quality, safety). |
| Outcome: | The proposed model outperforms other models on annotated data and shows that topics such as Safety, Combination of Substances, and Mental Health see more disclosure, while discussions about physiological Effects focus on harm reduction. |