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. 2021 Dec 31;240:108072. doi: 10.1016/j.knosys.2021.108072

Table 2.

IR Results on epic-qa-dev regarding the fields used as a query: (i) query; (ii) query+question: query and question concatenated; and (iii) w(qry+qs)+(1w)backg: complex query built concatenating query and question fields, and combining linearly the concatenation with the background field.

(a) IR Results on epic-qa-dev for passage retrieval over 5000 element rankings with different query building strategies.
Query building NDCG R@500 R@1K R@2K R@3K R@4K R@5K
query 0.2977 0.2864 0.3766 0.4606 0.5397 0.5689 0.5918
query+question 0.3832 0.3906 0.4898 0.5848 0.6599 0.7101 0.7346
0.5 (qry+qs) + 0.5 backg 0.3901 0.3979 0.5126 0.6099 0.6795 0.7154 0.7604
(b) IR Results on epic-qa-dev for document retrieval over 5000 element rankings with different query building strategies.
Query building NDCG R@500 R@1K R@2K R@3K R@4K R@5K
query 0.4758 0.5548 0.6518 0.6951 0.7308 0.7494 0.7602
query+question 0.5555 0.6478 0.7492 0.8102 0.8382 0.8566 0.8606
0.7 (qry+qs) + 0.3 backg 0.5613 0.6636 0.7575 0.8222 0.8437 0.8589 0.8625