Table 2 The detailed statistics of triggers of overlapped types between each source corpus and the target corpus, including (1) the numbers of triggers of overlapped types between each source corpus and the target corpus, (2) and the proportions of these numbers per total number of triggers in each corpus
From: A transfer learning model with multi-source domains for biomedical event trigger extraction
Overlapped trigger type | Target | Source | Source | Source | Source |
|---|---|---|---|---|---|
| Â | DataMLEE | DataST09 | DataEPI | DataDNAm | DataID |
Regulation | 540/5407 | 1026/10270 | - | - | 187/2155 |
Localization | 415/5407 | 268/10270 | - | - | 43/2155 |
Binding | 158/5407 | 1007/10270 | - | - | 125/2155 |
Gene expression | 342/5407 | 2374/10270 | - | - | 347/2155 |
Transcription | 23/5407 | 654/10270 | - | - | 47/2155 |
Protein catabolism | 24/5407 | 120/10270 | - | - | 27/2155 |
Phosphorylation | 29/5407 | 231/10270 | 112/2038 | 3/707 | 54/2155 |
Dephosphorylation | 3/5407 | - | 3/2038 | - | - |
Positive regulation | 966/5407 | 2379/10270 | - | - | 298/2155 |
Negative regulation | 683/5407 | 1311/10270 | - | - | 180/2155 |