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MaNLP@SMM4H22: BERT for Classification of Twitter Posts

2022-12-12 14:43:46
Keshav Kapur, Rajitha Harikrishnan

Abstract

The reported work is our straightforward approach for the shared task Classification of tweets self-reporting age organized by the Social Media Mining for Health Applications (SMM4H) workshop. This literature describes the approach that was used to build a binary classification system, that classifies the tweets related to birthday posts into two classes namely, exact age(positive class) and non-exact age(negative class). We made two submissions with variations in the preprocessing of text which yielded F1 scores of 0.80 and 0.81 when evaluated by the organizers.

Abstract (translated)

URL

https://arxiv.org/abs/2301.05395

PDF

https://arxiv.org/pdf/2301.05395.pdf


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