Web: http://arxiv.org/abs/2209.10763

Sept. 23, 2022, 1:15 a.m. | Alec Candidato, Akshat Gupta, Xiaomo Liu, Sameena Shah

cs.CL updates on arXiv.org arxiv.org

This paper presents our submission for the SMM4H 2022-Shared Task on the
classification of self-reported intimate partner violence on Twitter (in
English). The goal of this task was to accurately determine if the contents of
a given tweet demonstrated someone reporting their own experience with intimate
partner violence. The submitted system is an ensemble of five RoBERTa models
each weighted by their respective F1-scores on the validation data-set. This
system performed 13% better than the baseline and was the best …

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