Before revision:  Our approach significantly improves cross-lingual sentence retrieval performance over all other approaches , as well as convincingly outscores mapping methods while maintaining parity with jointly trained methods on word-translation.
After revision:  Our approach significantly improves cross-lingual sentence retrieval performance over all other approaches while maintaining parity with jointly trained methods on word-translation.