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Table 9:
Results on the development set with different history sizes. History size indicates the number of previous turns prepended to the current question. Each turn contains a question and its answer.
History size
.
Seq2seq
.
PGNet
.
DrQA
.
Augmt. DrQA
.
DrQA+ PGNet
.
0
24.0
41.3
50.4
62.7
61.5
1
27.5
43.9
54.7
66.8
66.2
2
21.4
44.6
54.6
67.2
66.0
all
21.0
45.4
52.3
64.5
64.3
History size
.
Seq2seq
.
PGNet
.
DrQA
.
Augmt. DrQA
.
DrQA+ PGNet
.
0
24.0
41.3
50.4
62.7
61.5
1
27.5
43.9
54.7
66.8
66.2
2
21.4
44.6
54.6
67.2
66.0
all
21.0
45.4
52.3
64.5
64.3
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