Multilingual QA systems perform significantly worse than English-only systems, but processing queries in both the original language and English together can recover much of that lost performance.
This paper addresses multilingual multi-hop question answering by creating benchmarks in five languages and proposing DaPT, a framework that generates question decompositions in both the source language and English, then merges them for better retrieval and answering.