Before revision:  We obtain a 4.31 point F1-score improvement and a 1.09 point mAP score improvement over current state-of-the-art models on the ClaimBuster Dataset and CLEF2019 Dataset, respectively.
After revision:  We obtain a 4.70 point F1-score improvement and a 1.09 point mAP score improvement over current state-of-the-art models on the ClaimBuster Dataset and CLEF2019 Dataset, respectively.