Before revision:  Our results demonstrate that the proposed architecture trained on Sentimental LIAR can achieve an accuracy of 70  %DIF < , which is an improvement of ~30\\% over previously reported results for the LIAR benchmark.abstract 
After revision:  Our results demonstrate that the proposed architecture trained on Sentimental LIAR can achieve an accuracy of 70  %DIF < , which is an improvement of ~30\\% over previously reported results for the LIAR benchmark.abstract \%, which is an improvement of ~30\% over previously reported results for the LIAR benchmark.