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yamlized: chunking
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12 changes: 12 additions & 0 deletions _data/chunking.yaml
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- model: Low supervision
authors: Søgaard and Goldberg
year: 2016
F1 score: 95.57
paper: Deep multi-task learning with low level tasks supervised at lower layers
url: http://anthology.aclweb.org/P16-2038

- authors: Suzuki and Isozaki
year: 2008
F1 score: 95.15
paper: Semi-Supervised Sequential Labeling and Segmentation using Giga-word Scale Unlabeled Data
url: https://aclanthology.info/pdf/P/P08/P08-1076.pdf
7 changes: 3 additions & 4 deletions chunking.md
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Expand Up @@ -14,9 +14,8 @@ The [Penn Treebank](https://catalog.ldc.upenn.edu/LDC99T42) is typically used fo
Sections 15-18 are used for training, section 19 for development, and and section 20
for testing. Models are evaluated based on F1.

| Model | F1 score | Paper / Source |
| ------------- | :-----:| --- |
| Low supervision (Søgaard and Goldberg, 2016) | 95.57 | [Deep multi-task learning with low level tasks supervised at lower layers](http://anthology.aclweb.org/P16-2038) |
| Suzuki and Isozaki (2008) | 95.15 | [Semi-Supervised Sequential Labeling and Segmentation using Giga-word Scale Unlabeled Data](https://aclanthology.info/pdf/P/P08/P08-1076.pdf) |
{% include table.html results=site.data.chunking score='F1 score' %}

{% include chart.html results=site.data.chunking score='F1 score' %}

[Go back to the README](README.md)

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