We next introduce an Answer Proposer that performs query-context reasoning at the word-level on the retrieved chain and predicts an answer.
it encodes the leaf document of the reasoning chain while attending to its ancestral documents, and outputs ancestor-aware word representations for this leaf document, which are compared to the query to propose a candidate answer.