Detection of Opioid Users from Reddit Posts via an Attention-based Bidirectional Recurrent Neural Network
Author:
Affiliation:
1. Department of Computer and Data Sciences, Case Western Reserve University, USA
2. Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University, USA
Funder
NSF
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3673971.3673984
Reference21 articles.
1. Jianpeng Cheng, Li Dong, and Mirella Lapata. 2016. Long short-term memory-networks for machine reading. arXiv preprint arXiv:1601.06733 (2016).
2. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR abs/1810.04805 (2018). arXiv:1810.04805http://arxiv.org/abs/1810.04805
3. Yujie Fan Yiming Zhang Yanfang Ye and Xin Li. 2018. Automatic opioid user detection from twitter: Transductive ensemble built on different meta-graph based similarities over heterogeneous information network.. In IJCAI. 3357–3363.
4. Social Media for Opioid Addiction Epidemiology
5. Changes in Opioid-Involved Overdose Deaths by Opioid Type and Presence of Benzodiazepines, Cocaine, and Methamphetamine — 25 States, July–December 2017 to January–June 2018
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