Named Entity Recognition on CoNLL-2002 (es, nl), CoNLL-2003 (de), Europeana Newspapers (fr), MSRA (zh) (test)
76.75F1 Score (es)Enhanced Meta-Learning
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Enhanced Meta-LearningSetup=minimal resources2019.11 | 76.75 | 80.44 | 73.16 | 55.3 | 77.89 | 72.71 | |
| Wu and Dredze (2019)Setup=minimal resources2019.11 | 74.96 | 77.57 | 69.56 | — | — | — | |
| Base ModelSetup=minimal resources2019.11 | 74.59 | 79.57 | 70.79 | 50.89 | 76.42 | 70.45 | |
| Xie et al. (2018)Setup=minimal resources2019.11 | 72.37 | 71.25 | 57.76 | — | — | — | |
| Mayhew, Tsai, and Roth (2017)Setup=minimal resources2019.11 | 65.95 | 66.5 | 59.11 | — | — | — | |
| Ni, Dinu, and Florian (2017)Setup=minimal resources2019.11 | 65.1 | 65.4 | 58.5 | — | — | — | |
| Tsai, Mayhew, and Roth (2016)Setup=minimal resources2019.11 | 60.55 | 61.56 | 48.12 | — | — | — | |
| Täckström, McDonald, and Uszkoreit (2012)Setup=minimal resources2019.11 | 59.3 | 58.4 | 40.4 | — | — | — |