| Overview of the seventh Social Media Mining for Health Applications (# SMM4H) shared tasks at COLING 2022 D Weissenbacher, J Banda, V Davydova, DE Zavala, LG Sánchez, Y Ge, ... Proceedings of The Seventh Workshop on Social Media Mining for Health …, 2022 | 39 | 2022 |
| Natural language model for automatic identification of intimate partner violence reports from twitter MA Al-Garadi, S Kim, Y Guo, E Warren, YC Yang, S Lakamana, A Sarker Array 15, 100217, 2022 | 28 | 2022 |
| Benchmarking of transformer-based pre-trained models on social media text classification datasets Y Guo, X Dong, MA Al-Garadi, A Sarker, C Paris, DM Aliod Proceedings of the the 18th annual workshop of the australasian language …, 2020 | 20 | 2020 |
| Few-shot learning for medical text: A review of advances, trends, and opportunities Y Ge, Y Guo, S Das, MA Al-Garadi, A Sarker Journal of Biomedical Informatics, 104458, 2023 | 13 | 2023 |
| Comparison of pretraining models and strategies for health-related social media text classification Y Guo, Y Ge, YC Yang, MA Al-Garadi, A Sarker Healthcare 10 (8), 1478, 2022 | 11 | 2022 |
| Few-shot learning for medical text: A systematic review Y Ge, Y Guo, YC Yang, MA Al-Garadi, A Sarker arXiv preprint arXiv:2204.14081, 2022 | 11 | 2022 |
| Overview of the eighth social media mining for health applications (smm4h) shared tasks at the amia 2023 annual symposium AZ Klein, JM Banda, Y Guo, JI Flores Amaro, R Rodriguez-Esteban, ... Proceedings of the Eighth Social Media Mining for Health Applications …, 2023 | 10 | 2023 |
| Pre-trained transformer-based classification and span detection models for social media health applications Y Guo, Y Ge, MA Al-Garadi, A Sarker Proceedings of the sixth social media mining for health (# SMM4H) workshop …, 2021 | 5 | 2021 |
| An aspect-level sentiment analysis dataset for therapies on Twitter Y Guo, S Das, S Lakamana, A Sarker Data in Brief 50, 109618, 2023 | 4 | 2023 |
| Enhancing Cognitive Models of Emotions with Representation Learning Y Guo, J Choi The NAACL Workshop on Cognitive Modeling and Computational Linguistics 2021, 2021 | 4 | 2021 |
| Characteristics of intimate partner violence and survivor’s needs during the COVID-19 pandemic: Insights from subreddits related to intimate partner violence S Kim, E Warren, T Jahangir, M Al-Garadi, Y Guo, YC Yang, S Lakamana, ... Journal of interpersonal violence 38 (17-18), 9693-9716, 2023 | 3 | 2023 |
| A comparison of few-shot and traditional named entity recognition models for medical text Y Ge, Y Guo, YC Yang, MA Al–Garadi, A Sarker 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), 84-89, 2022 | 3 | 2022 |
| Large-scale social media analysis reveals emotions associated with nonmedical prescription drug use AGM Ali, S LoveJennifer Health data science, 2022 | 3 | 2022 |
| # ChronicPain: automated building of a chronic pain cohort from Twitter using machine learning A Sarker, S Lakamana, Y Guo, Y Ge, A Leslie, O Okunromade, ... Health data science 3, 0078, 2023 | 2 | 2023 |
| Generalizable Natural Language Processing Framework for Migraine Reporting from Social Media Y Guo, S Rajwal, S Lakamana, CC Chiang, PC Menell, AH Shahid, ... arXiv preprint arXiv:2212.12454, 2022 | 2 | 2022 |
| An ensemble model for automatic grading of evidence Y Guo, Y Ge, R Liao, A Sarker Proceedings of the The 19th Annual Workshop of the Australasian Language …, 2021 | 2 | 2021 |
| Overview of the 8th Social Media Mining for Health Applications (# SMM4H) shared tasks at the AMIA 2023 Annual Symposium AZ Klein, JM Banda, Y Guo, AL Schmidt, D Xu, I Flores Amaro, ... Journal of the American Medical Informatics Association 31 (4), 991-996, 2024 | 1 | 2024 |
| Leveraging Large Language Models for Analyzing Blood Pressure Variations Across Biological Sex from Scientific Literature Y Guo, SS Mousavi, R Sameni, A Sarker arXiv preprint arXiv:2402.01826, 2024 | 1 | 2024 |
| Learning from Two Decades of Blood Pressure Data: Demography-Specific Patterns Across 75 Million Patient Encounters SS Mousavi, Y Guo, A Sarker, R Sameni arXiv preprint arXiv:2402.01598, 2024 | 1 | 2024 |
| Building a social media platform for surveillance and support of intimate partner violence and its victims during COVID-19 and beyond: Preliminary findings S Kim, M Al-Garadi, YT Guo, E Warren, K Stephenson, YC Yang, A Sarker Journal of Advanced Nursing, 26-27, 2022 | 1 | 2022 |
