Entity Typing on CFET (test)
59.1PrecisionMCCE-S W/O C2C
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MCCE-S W/O C2CBackbone=NeZha-base-Chinese, Candidate Count=64, C2C Attention=disabled, Paradigm=recall-expand-filter2022.12 | 59.1 | 61.5 | 60.3 | |
| MCCE-B W/O C2CBackbone=NeZha-base-Chinese, Candidate Count=64, C2C Attention=disabled, Paradigm=recall-expand-filter2022.12 | 58.8 | 64.1 | 61.4 | |
| MCCE-SBackbone=NeZha-base-Chinese, Candidate Count=64, Paradigm=recall-expand-filter2022.12 | 58.4 | 62.1 | 60.2 | |
| VANILLA CEBackbone=NeZha-base-Chinese, Paradigm=recall-expand-filter2022.12 | 57.6 | 64.3 | 60.7 | |
| MCCE-B W/O C2CBackbone=BERT-base-Chinese, Candidate Count=64, C2C Attention=disabled, Paradigm=recall-expand-filter2022.12 | 57.3 | 61.3 | 59.3 | |
| MLC-NPCRFBackbone=NeZha-base-Chinese2022.12 | 57 | 60.5 | 58.7 | |
| MCCE-BBackbone=NeZha-base-Chinese, Candidate Count=64, Paradigm=recall-expand-filter2022.12 | 56.7 | 66.1 | 61.1 | |
| MLC-GCNBackbone=BERT-base-Chinese2022.12 | 56.4 | 58.6 | 57.5 | |
| MLCBackbone=NeZha-base-Chinese2022.12 | 55.8 | 58.6 | 57.1 | |
| MCCE-SBackbone=BERT-base-Chinese, Candidate Count=64, Paradigm=recall-expand-filter2022.12 | 55.5 | 62.6 | 58.8 | |
| MCCE-BBackbone=BERT-base-Chinese, Candidate Count=64, Paradigm=recall-expand-filter2022.12 | 55 | 63.5 | 59 | |
| MLCBackbone=BERT-base-Chinese2022.12 | 54 | 59.5 | 56.6 | |
| MLC-NPCRFBackbone=BERT-base-Chinese2022.12 | 54 | 61.6 | 57.3 | |
| VANILLA CEBackbone=BERT-base-Chinese, Paradigm=recall-expand-filter2022.12 | 54 | 63.3 | 58.3 | |
| MCCE-S W/O C2CBackbone=BERT-base-Chinese, Candidate Count=64, C2C Attention=disabled, Paradigm=recall-expand-filter2022.12 | 54 | 63.4 | 58.3 | |
| MLC-GCNBackbone=NeZha-base-Chinese2022.12 | 51.6 | 63.2 | 56.8 |