Average Entity Recognition on BioNLP2004, MIT Movie, MIT Restaurant, OntoNotes 5.0 (few-shot, test)
71.53Avg F1 (few-shot)NuNER
Evaluation results
| Method | Links | |
|---|---|---|
| NuNERk=642024.02 | 71.53 | |
| NuNERk=322024.02 | 69.98 | |
| NuNERk=162024.02 | 67.84 | |
| ROBERTA w. NER-BERTk=642024.02 | 67.61 | |
| ROBERTAk=642024.02 | 65.42 | |
| ROBERTA w. NER-BERTk=322024.02 | 64.96 | |
| NuNERk=82024.02 | 64.78 | |
| ROBERTAk=322024.02 | 62 | |
| ROBERTA w. NER-BERTk=162024.02 | 61.85 | |
| NuNERk=42024.02 | 59.6 | |
| ROBERTAk=162024.02 | 58.12 | |
| ROBERTA w. NER-BERTk=82024.02 | 57.42 | |
| ROBERTAk=82024.02 | 52.56 | |
| NuNERk=22024.02 | 51.46 | |
| ROBERTA w. NER-BERTk=42024.02 | 50.94 | |
| ROBERTAk=42024.02 | 44.65 | |
| ROBERTA w. NER-BERTk=22024.02 | 42.33 | |
| NuNERk=12024.02 | 39.37 | |
| ROBERTAk=22024.02 | 35.3 | |
| ROBERTA w. NER-BERTk=12024.02 | 32.32 | |
| ROBERTAk=12024.02 | 24.46 |