Relation Extraction on ACE out-of-domain cts 2005 (test)
74.53PrecisionBaseline + FCM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Baseline + FCMFeatures=ST2015.05 | 74.53 | 45.01 | 56.12 | |
| Hybrid FCMArchitecture=Hybrid compositional embedding model2015.11 | 74.53 | 45.01 | 56.12 | |
| BaselineFeatures=ST2015.05 | 74.32 | 40.26 | 52.23 | |
| Log-LinearSystem Type=Separate System2015.11 | 73.62 | 41.57 | 53.14 | |
| Baseline + HeadOnlyFeatures=ST2015.05 | 71.16 | 43.21 | 53.77 | |
| VOTE-BIDIRECTSystem Type=Hybrid-Voting System2015.11 | 66.74 | 49.92 | 57.12 | |
| BIDIRECTSystem Type=Separate System2015.11 | 66.15 | 49.26 | 56.47 | |
| CNNSystem Type=Separate System2015.11 | 65.92 | 48.12 | 55.63 | |
| VOTE-BACKWARDSystem Type=Hybrid-Voting System2015.11 | 65.91 | 52.21 | 58.26 | |
| FCM onlyFeatures=ST2015.05 | 65.62 | 44.35 | 52.93 | |
| FCMArchitecture=Feature-rich compositional embedding model2015.11 | 65.62 | 44.35 | 52.93 | |
| STACK-FORWARDSystem Type=Hybrid-Voting System2015.11 | 63.58 | 51.72 | 57.04 | |
| FORWARDSystem Type=Separate System2015.11 | 60.12 | 50.57 | 54.93 | |
| BACKWARDSystem Type=Separate System2015.11 | 58.2 | 54.01 | 56.03 |