Before revision:  On several STS benchmarks, our simple proposed methods outperformed not only alignment-based approaches but also strong baselines. 
After revision:  On several STS benchmarks, our simple proposed methods outperformed not only alignment-based approaches but also strong baselines. The source code is available at URL