#smm4h — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #smm4h, aggregated by home.social.
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CW: :arxiv: Explorers at #SMM4H 2023: Enhancing BERT for Health Applications through Knowledge and Model Fusion
This paper outlines the methods in our participation in the #SMM4H 2023 Shared Tasks, including data preprocessing, continual pre-training and fine-tuned optimization strategies. Especially for the Named Entity Recognition (NER) task, we utilize the model architecture named W2NER that effectively enhances the model generalization ability.
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Graciela Gonzalez, opening the Social Media Mining for Health 2023 (#SMM4H) at #AMIA2023, showing data for how social media data offers a great representative sample of population demographics.
Also, General findings of the shared tasks on #socialmedia mining. Pre-trained transformer models ruling. #AI #MachineLearning #AMIA2023 #SMM4H
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Will give an overview of our NIH-NLM-funded research on “Network Science to Model Health Vulnerabilities and Biases” at #SMM4H workshop at #AMIA2023, St. Charles Ballroom, Hilton Riverside, New Orleans. Saturday November 12, 10:30am
#networkscience #complexSystems
https://healthlanguageprocessing.org/smm4h-2023/ -
Looking forward to the AMIA Annual Symposium this Saturday in New Orleans, where I will give a keynote talk at the #SocialMediaMining for #Health Applications (#SMM4H) Workshop. #medicalinformatics #ComplexSystems #NetworkScience #machinelearning
https://healthlanguageprocessing.org/smm4h-2023/