About this article
Published Online: Dec 31, 2024
Page range: 67 - 74
DOI: https://doi.org/10.2478/ijanmc-2024-0038
Keywords
© 2024 Jing He et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 1.
Figure 2.
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Figure 4.
experimental extraxtion of chfinann datasets
| P | R | F1 | |
|---|---|---|---|
| Doc2EDAG | 80.3 | 70.5 | 77.5 |
| GIT | 82.3 | 78.4 | 80.3 |
| PTPCG | 88.2 | 69.1 | 79.4 |
| Fin-RAAT | 84.0 | 79.9 | 81.9 |
comparison of event extraction experiment results in chfinann datasets
| F1 | |||
|---|---|---|---|
| Single | Multi | All | |
| Doc2EDAG | 81.0 | 67.4 | 77.5 |
| GIT | 87.6 | 72.3 | 80.3 |
| PTPCG | 88.2 | 691 | 79.4 |
| Fin-RAAT | 87.9 | 75.3 | 81.9 |
datasets information
| Training data | Validation data | Test data | Event types | |
|---|---|---|---|---|
| ChFinAnn | 25632 | 3204 | 3204 | 5 |
| Duee-fin | 7015 | 1171 | About 3500 | 13 |
duee-fin datasets
| Dev | Online test | |||||
|---|---|---|---|---|---|---|
| P | R | F1 | P | R | F1 | |
| Doc2EDAG | 73.7 | 59.8 | 66.0 | 67.1 | 51.3 | 58.1 |
| GIT | 75.4 | 61.4 | 67.7 | 70.3 | 46.0 | 55.6 |
| PTPCG | 71.0 | 61.7 | 66.0 | 66.7 | 54.6 | 60.0 |
| Fin-RAAT | 76.1 | 71.3 | 73.0 | 70.3 | 56.1 | 62.8 |
experimental enviroment
| Hardware Information | Configure |
|---|---|
| Operating system | Windows 10 |
| Internal storage | 32GB |
| CPU | AMD R9-5900HX |
| Video card | RTX-3080-LAPTOP |
| Memory | 16GB |
| Exploitation environment | Python 3.7 |