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Table 7

Comparison of cue-level binary (Fbin) and unlabeled F-scores (Funl). Binary F-score corresponds to coarse-grained classification (uncertain vs. certain), and unlabeled F-score is the fine-grained classification converted to binary (disregarding the fine-grained category labels).





CROSS
TARGET
DA/ALL
DA/CUE
TARGET
SOURCE

DIST
Fbin
Funl
Fbin
Funl
Fbin
Funl
Fbin
Funl
enc sci_paper+_abs 0.9 ++/++ 68.0 67.4 82.4 82.4 82.6 81.9 82.6 81.7 
news sci_paper+_abs 6.2 ++/++ 64.4 59.9 68.7 66.4 72.7 71.5 73.8 71.8 
news enc 6.6 ++/++ 68.2 67.0 68.7 66.4 73.7 73.6 73.1 73.4 
sci_paper enc 2.7 ++/++ 67.8 67.2 78.8 78.3 80.0 80.2 79.8 79.5 
sci_paper_bmc sci_abs_hbc 4.3 +/+ 58.2 66.3 64.0 61.9 68.1 68.5 69.3 67.9 
sci_paper_fly sci_abs_hbc 3.4 +/+ 70.5 78.7 80.0 79.2 83.3 83.4 82.9 83.2 
sci_paper_hbc sci_abs_hbc 8.2 –/+ 76.5 83.6 74.2 69.3 84.2 83.1 83.0 83.4 
sci_paper_bmc sci_paper_fly+_hbc 1.8 +/– 69.8 69.7 64.0 61.9 70.0 69.5 69.4 65.9 
sci_paper_fly sci_paper_bmc+_hbc 1.2 +/– 78.4 77.7 80.0 79.2 82.6 82.1 82.9 82.5 
sci_paper_hbc sci_paper_bmc+_fly 4.4 +/– 81.7 81.9 74.2 69.3 80.7 81.3 80.7 81.2 
            
  AVERAGE:  70.4 71.9 73.5 71.4 77.8 77.5 77.8 77.0 




CROSS
TARGET
DA/ALL
DA/CUE
TARGET
SOURCE

DIST
Fbin
Funl
Fbin
Funl
Fbin
Funl
Fbin
Funl
enc sci_paper+_abs 0.9 ++/++ 68.0 67.4 82.4 82.4 82.6 81.9 82.6 81.7 
news sci_paper+_abs 6.2 ++/++ 64.4 59.9 68.7 66.4 72.7 71.5 73.8 71.8 
news enc 6.6 ++/++ 68.2 67.0 68.7 66.4 73.7 73.6 73.1 73.4 
sci_paper enc 2.7 ++/++ 67.8 67.2 78.8 78.3 80.0 80.2 79.8 79.5 
sci_paper_bmc sci_abs_hbc 4.3 +/+ 58.2 66.3 64.0 61.9 68.1 68.5 69.3 67.9 
sci_paper_fly sci_abs_hbc 3.4 +/+ 70.5 78.7 80.0 79.2 83.3 83.4 82.9 83.2 
sci_paper_hbc sci_abs_hbc 8.2 –/+ 76.5 83.6 74.2 69.3 84.2 83.1 83.0 83.4 
sci_paper_bmc sci_paper_fly+_hbc 1.8 +/– 69.8 69.7 64.0 61.9 70.0 69.5 69.4 65.9 
sci_paper_fly sci_paper_bmc+_hbc 1.2 +/– 78.4 77.7 80.0 79.2 82.6 82.1 82.9 82.5 
sci_paper_hbc sci_paper_bmc+_fly 4.4 +/– 81.7 81.9 74.2 69.3 80.7 81.3 80.7 81.2 
            
  AVERAGE:  70.4 71.9 73.5 71.4 77.8 77.5 77.8 77.0 
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