Table 18.
Exact match results for the unseen and seen text mentions (relative to the training data) for the core + extensions evaluation annotation set of the 30 held-out documents
Ontology | Total/unique # unseen Mentions | % Unseen OpenNMT class ID (%) | % Seen OpenNMT class ID (%) | % Unseen OpenNMT character (%) | % Seen OpenNMT character (%) |
---|---|---|---|---|---|
ChEBI_EXT | 476/188 | 32 | 92 | 67 | 85 |
CL_EXT | 775/209 | 36 | 99 | 77 | 97 |
GO_BP_EXT | 861/431 | 26 | 89 | 57 | 78 |
GO_CC_EXT | 339/113 | 39 | 99 | 57 | 98 |
GO_MF_EXT | 515/146 | 31 | 83 | 45 | 78 |
MOP_EXT | 21/10 | 67 | 98 | 85 | > 99 |
NCBITaxon_EXT | 123/79 | 1 | 86 | 68 | 94 |
PR_EXT | 3114/429 | 0 | 25 | 66 | 75 |
SO_EXT | 318/183 | 51 | 94 | 69 | 92 |
UBERON_EXT | 1609/532 | 23 | 96 | 79 | 95 |
Reporting the total number of mentions and the number of unique mentions along with the percent exact match on the class ID level and character level for both unseen and seen text mentions