- Task 2 - E2E Complex Entity Labeling - Method: Pre-trained model based entity extraction (split_ro)
- Method info
- Samples list
- Per sample details
method: Pre-trained model based entity extraction (split_ro)2023-03-20
Authors: Zening Lin, Teng Li, Wenhui Liao, Jiapeng Wang, Songxuan Lai, Lianwen Jin
Affiliation: South China University of Technology, Huawei Cloud
Description: Model
1. Use pre-trained KV NER model to recognize key, value and others
2. Use pre-trained model to apply detailed NER, then filter out the entities belong to others
Details
1. Keep blank space
2. Apply augment reading order sorting + XYCut before the KV NER
3. Apply augment reading order sorting before the detail NER
4. Line-level data splitted
5. Use augment reading order sorting to aggregate entities