This approach, named "RankQA", overcomes the limitations of a two-stage process in the status quo whereby both stages operate largely in isolation and where information from the two is never properly fused.
(2018) utilize neural networks in order to filter noisy text passages, while Kratzwald and Feuerriegel (2018) forward a query-specific number of text passages.