From 844b587698be17893a224a061742d01dedfda3a2 Mon Sep 17 00:00:00 2001 From: Stefan Schweter Date: Thu, 18 Nov 2021 09:28:34 +0100 Subject: [PATCH 1/2] readme: minor fixes in sota models section --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 743a553ab..404d48f38 100644 --- a/README.md +++ b/README.md @@ -35,11 +35,11 @@ Flair ships with state-of-the-art models for a range of NLP tasks. For instance, | Language | Dataset | Flair | Best published | Model card & demo | --- | ----------- | ---------------- | ------------- | ------------- | -| English | Conll-03 (4-class) | **94.09** | *94.3 [(Yamada et al., 2018)](https://doi.org/10.18653/v1/2020.emnlp-main.523)* | [Flair English 4-class NER demo](https://huggingface.co/flair/ner-english-large) | -| English | Ontonotes (18-class) | **90.93** | *91.3 [(Yu et al., 2016)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair English 18-class NER demo](https://huggingface.co/flair/ner-english-ontonotes-large) | -| German | Conll-03 (4-class) | **92.31** | *90.3 [(Yu et al., 2016)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair German 4-class NER demo](https://huggingface.co/flair/ner-german-large) | -| Dutch | Conll-03 (4-class) | **95.25** | *93.7 [(Yu et al., 2016)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Dutch 4-class NER demo](https://huggingface.co/flair/ner-dutch-large) | -| Spanish | Conll-03 (4-class) | **90.54** | *90.3 [(Yu et al., 2016)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Spanish 18-class NER demo](https://huggingface.co/flair/ner-spanish-large) | +| English | Conll-03 (4-class) | **94.09** | *94.3 [(Yamada et al., 2020)](https://doi.org/10.18653/v1/2020.emnlp-main.523)* | [Flair English 4-class NER demo](https://huggingface.co/flair/ner-english-large) | +| English | Ontonotes (18-class) | **90.93** | *91.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair English 18-class NER demo](https://huggingface.co/flair/ner-english-ontonotes-large) | +| German | Conll-03 (4-class) | **92.31** | *90.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair German 4-class NER demo](https://huggingface.co/flair/ner-german-large) | +| Dutch | Conll-03 (4-class) | **95.25** | *93.7 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Dutch 4-class NER demo](https://huggingface.co/flair/ner-dutch-large) | +| Spanish | Conll-03 (4-class) | **90.54** | *90.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Spanish 18-class NER demo](https://huggingface.co/flair/ner-spanish-large) | **New:** Most Flair sequence tagging models (named entity recognition, part-of-speech tagging etc.) are now hosted on the [__🤗 HuggingFace model hub__](https://huggingface.co/models?library=flair&sort=downloads)! You can browse models, check detailed information on how they were trained, and even try each model out online! From cf1994f838af8fee16c8f17bdb2e617ecfa6380a Mon Sep 17 00:00:00 2001 From: Stefan Schweter Date: Thu, 18 Nov 2021 09:30:55 +0100 Subject: [PATCH 2/2] readme: minor fixes in sota models section --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 404d48f38..93915facc 100644 --- a/README.md +++ b/README.md @@ -39,7 +39,7 @@ Flair ships with state-of-the-art models for a range of NLP tasks. For instance, | English | Ontonotes (18-class) | **90.93** | *91.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair English 18-class NER demo](https://huggingface.co/flair/ner-english-ontonotes-large) | | German | Conll-03 (4-class) | **92.31** | *90.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair German 4-class NER demo](https://huggingface.co/flair/ner-german-large) | | Dutch | Conll-03 (4-class) | **95.25** | *93.7 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Dutch 4-class NER demo](https://huggingface.co/flair/ner-dutch-large) | -| Spanish | Conll-03 (4-class) | **90.54** | *90.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Spanish 18-class NER demo](https://huggingface.co/flair/ner-spanish-large) | +| Spanish | Conll-03 (4-class) | **90.54** | *90.3 [(Yu et al., 2020)](https://www.aclweb.org/anthology/2020.acl-main.577.pdf)* | [Flair Spanish 4-class NER demo](https://huggingface.co/flair/ner-spanish-large) | **New:** Most Flair sequence tagging models (named entity recognition, part-of-speech tagging etc.) are now hosted on the [__🤗 HuggingFace model hub__](https://huggingface.co/models?library=flair&sort=downloads)! You can browse models, check detailed information on how they were trained, and even try each model out online!