Event Extraction
Determine the extent of the events in a text.
Other names: Event Tagging; Event Identification
Papers
No papers found.
All datasetsACE2005GENIA.Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepStruct multi-task | Argument Cl | 63.9 | — | Unverified |
| 2 | DeepStruct multi-task w/ finetune | Argument Cl | 56.2 | — | Unverified |
| 3 | Text2Event - T5-large | Argument Cl | 53.8 | — | Unverified |
| 4 | Text2Event - T5-base | Argument Cl | 49.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 63.96 | — | Unverified |
| 2 | GEANet-SciBERT | F1 | 60.06 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 11 | 0L | 1 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 61.74 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 65.57 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 56.72 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 61.62 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 61.87 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepEventMine | F1 | 57.72 | — | Unverified |