Before revision:  This method is experimented on two recent  social media data sets which represent the sports and politics domains. The results obtained from the experiments reveal that our approach is capable of effective and efficient event detection with the proof of significant improvements over baselines.
After revision:  This method is experimented on two recent social media data sets which represent the sports and political domain and also compared the results to several state-of-the-art methods. The obtained results show that Embed2Detect is capable of effective and efficient event detection with the proof of significant improvements over baselines.