Before revision:  On a number of benchmarks, we show that this is an effective strategy for building neural retrieval models for specialised domains .
After revision:  On a number of benchmarks, we show that this is an effective strategy for building neural passage retrieval models in the absence of large training corpora. Depending on the domain, this technique can even approach the accuracy of supervised models .