| 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 | 53 | 2022 |
| 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 | 37 | 2023 |
| 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 | 37 | 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 18th Annual Workshop of the Australasian Language …, 2020 | 28 | 2020 |
| 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 | 17 | 2022 |
| 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 | 14 | 2022 |
| Large-scale social media analysis reveals emotions associated with nonmedical prescription drug use AGM Ali, S LoveJennifer Health data science, 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 |
| 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 | 9 | 2024 |
| An aspect-level sentiment analysis dataset for therapies on Twitter Y Guo, S Das, S Lakamana, A Sarker Data in Brief 50, 109618, 2023 | 8 | 2023 |
| 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 | 6 | 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 | 6 | 2021 |
| 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 | 4 | 2022 |
| 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 |
| # 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 | 3 | 2023 |
| SocBERT: A Pretrained Model for Social Media Text Y Guo, A Sarker Proceedings of the Fourth Workshop on Insights from Negative Results in NLP …, 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 |
| A Supervised Text Classification System Detects Fontan Patients in Electronic Records with Higher Accuracy than ICD Codes Y Guo, MA Al-Garadi, WM Book, LC Ivey, F Rodriguez, CL Raskind-Hood, ... Circulation, 2022 | 3 | 2022 |
| Evaluating large language models for health-related text classification tasks with public social media data Y Guo, A Ovadje, MA Al-Garadi, A Sarker Journal of the American Medical Informatics Association 31 (10), 2181-2189, 2024 | 2 | 2024 |
| An ensemble model for automatic grading of evidence Y Guo, Y Ge, R Liao, A Sarker Proceedings of the 19th Annual Workshop of the Australasian Language …, 2021 | 2 | 2021 |
