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Proceedings of the GermEval 2021 Workshop on the Identification of Toxic, Engaging, and Fact-Claiming Comments [article]

Julian Risch, Anke Stoll, Lena Wilms, Michael Wiegand
2021
On out-of-sample data, our best ensemble achieved a macro-F1 score of 0.73 (for all subtasks), and F1 scores of 0.72, 0.70, and 0.76 for subtasks 1, 2, and 3, respectively.  ...  We created ensembles of these models and investigated whether and how classification performance depends on the number of ensemble members and their composition.  ...  This research also used free computing resources provided by the GraphCore Academic Program and Google Colab.  ... 
doi:10.48415/2021/fhw5-x128 fatcat:u3fcq4x23jba7ic2a5ldcsdbna

AMS Preliminary Program

Melia Wong
2021
To be held online on November 11-12 and 20-21, the AMS Annual Meeting features four full days of presentations, performances, workshops and networking events. Students are welcome.  ...  Explore the conference program and register now. https://www.amsmusicology.org/general/custom.asp?  ...  of Israel, and the cultural assimilation of American Jews?  ... 
doi:10.17613/7kpz-g054 fatcat:wiry2sdv7rdefkaxprwebste2a