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ybisk authored Jun 23, 2018
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Expand Up @@ -501,8 +501,8 @@ different POS tags. Sections 0-18 are used for training, sections 19-21 for deve
| Adversarial Bi-LSTM (Yasunaga et al., 2018) | 97.59 | [Robust Multilingual Part-of-Speech Tagging via Adversarial Training](https://arxiv.org/abs/1711.04903) |
| Yang et al. (2017) | 97.55 | [Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks](https://arxiv.org/abs/1703.06345) |
| Ma and Hovy (2016) | 97.55 | [End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF](https://arxiv.org/abs/1603.01354) |
| Bi-LSTM (Ling et al., 2017) | 97.36 | [Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation](https://www.aclweb.org/anthology/D/D15/D15-1176.pdf) | |
| Feed Forward (Vaswani et a. 2016) | 97.4 | [Supertagging with LSTMs](https://aclweb.org/anthology/N/N16/N16-1027.pdf) |
| Bi-LSTM (Ling et al., 2017) | 97.36 | [Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation](https://www.aclweb.org/anthology/D/D15/D15-1176.pdf) | |
| Bi-LSTM (Plank et al., 2016) | 97.22 | [Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss](https://arxiv.org/abs/1604.05529) |

## Reading comprehension / Question answering
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