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InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction

2020-10-11 19:31:18
Hansi Hettiarachchi, Tharindu Ranasinghe
arXiv_CL
       
Abstract

Identifying informative tweets is an important step when building information extraction systems based on social media. WNUT-2020 Task 2 was organised to recognise informative tweets from noise tweets. In this paper, we present our approach to tackle the task objective using transformers. Overall, our approach achieves 10th place in the final rankings scoring 0.9004 F1 score for the test set.

Abstract (translated)

URL

https://arxiv.org/abs/2010.05327

PDF

https://arxiv.org/pdf/2010.05327.pdf

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