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Update docs [ci skip]

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Ines Montani 2020-09-24 12:37:21 +02:00
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website/docs/usage/_benchmarks-models.md
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@ -22,12 +22,13 @@ import { Help } from 'components/typography'; import Link from 'components/link'
<figure> <figure>
| Named Entity Recognition Model | OntoNotes | CoNLL '03 | | Named Entity Recognition Model | OntoNotes | CoNLL '03 |
| ------------------------------------------------------------------------------ | --------: | --------- | | ------------------------------------------------------------------------------ | --------: | --------: |
| spaCy RoBERTa (2020) | | spaCy RoBERTa (2020) | | 92.2 |
| spaCy CNN (2020) | | | spaCy CNN (2020) | | 88.4 |
| spaCy CNN (2017) | 86.4 | | spaCy CNN (2017) | 86.4 | |
| [Stanza](https://stanfordnlp.github.io/stanza/) (StanfordNLP)<sup>1</sup> | 88.8 | | [Stanza](https://stanfordnlp.github.io/stanza/) (StanfordNLP)<sup>1</sup> | 88.8 | 92.1 |
| <Link to="https://github.com/flairNLP/flair" hideIcon>Flair</Link><sup>2</sup> | 89.7 | | <Link to="https://github.com/flairNLP/flair" hideIcon>Flair</Link><sup>2</sup> | 89.7 | 93.1 |
| BERT Base<sup>3</sup> | - | 92.4 |
<figcaption class="caption"> <figcaption class="caption">
@ -36,7 +37,8 @@ import { Help } from 'components/typography'; import Link from 'components/link'
[CoNLL-2003](https://www.aclweb.org/anthology/W03-0419.pdf) corpora. See [CoNLL-2003](https://www.aclweb.org/anthology/W03-0419.pdf) corpora. See
[NLP-progress](http://nlpprogress.com/english/named_entity_recognition.html) for [NLP-progress](http://nlpprogress.com/english/named_entity_recognition.html) for
more results. **1. ** [Qi et al. (2020)](https://arxiv.org/pdf/2003.07082.pdf). more results. **1. ** [Qi et al. (2020)](https://arxiv.org/pdf/2003.07082.pdf).
**2. ** [Akbik et al. (2018)](https://www.aclweb.org/anthology/C18-1139/) **2. ** [Akbik et al. (2018)](https://www.aclweb.org/anthology/C18-1139/). **3.
** [Devlin et al. (2018)](https://arxiv.org/abs/1810.04805).
</figcaption> </figcaption>