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

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