Yuting Guo
Yuting Guo
Doctoral Student of Computer Science, Emory University
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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
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
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
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
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
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
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
Large-scale social media analysis reveals emotions associated with nonmedical prescription drug use
AGM Ali, S LoveJennifer
Health data science, 2022
An aspect-level sentiment analysis dataset for therapies on Twitter
Y Guo, S Das, S Lakamana, A Sarker
Data in Brief 50, 109618, 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
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
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
Enhancing Cognitive Models of Emotions with Representation Learning
Y Guo, J Choi
The NAACL Workshop on Cognitive Modeling and Computational Linguistics 2021, 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
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
# 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
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
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
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
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
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